11-5113-cv(L)

United States of America v. City of New York

UNITED STATES COURT OF APPEALS

FOR THE SECOND CIRCUIT

August Term 2011

Heard: June 26, 2012 Decided: May 14, 2013

Docket No. 11-5113-cv(L), 12-491-cv(XAP)

- - - - - - - - - - - - - - - - - - - - - - 

1 UNITED STATES OF AMERICA,

2 Plaintiff-Appellee,

3

4 THE VULCAN SOCIETY, INC., MARCUS HAYWOOD, CANDIDO NUNEZ, 

5 ROGER GREGG,

6

7 Intervenors-Plaintiffs-Appellees-Cross-Appellants

8

9 v.

10

11 CITY OF NEW YORK, MICHAEL BLOOMBERG MAYOR,

12 and NICHOLAS SCOPPETTA, NEW YORK FIRE

13 COMMISSIONER, in their individual and 

14 official capacities,

15

16 Defendants-Appellants-Cross-Appellees,

17

18 NEW YORK CITY DEPARTMENT OF CITYWIDE ADMINISTRATIVE 

19 SERVICE, NEW YORK CITY FIRE DEPARTMENT

20

Defendants.1 21

22 - - - - - - - - - - - - - - - - - - - - - - 

23

24 Before: NEWMAN, WINTER, and POOLER, Circuit Judges. 

25

26 Appeal by the City of New York, Mayor Michael Bloomberg, and

27 former Fire Commissioner Nicholas Scoppetta from the December 8, 2011,

28 order of the United States District Court for the Eastern District of

1

 The Clerk is directed to amend the official caption to conform

to the caption above.
1 New York (Nicholas G. Garaufis, District Judge), issuing an injunction

2 against the City with respect to the hiring of entry-level

3 firefighters, and a cross-appeal by the Intervenors from the February

4 1, 2012, partial final judgment dismissing federal and state law

5 claims against Mayor Bloomberg and former Fire Commissioner Scoppetta.

6 The City’s appeal also seeks review of the January 13, 2010, order

7 granting the Intervenors summary judgment on their disparate treatment

8 claim, which alleged intentional discrimination, and, on the appeal

9 from the injunction, seeks reassignment of the case to a different

10 district judge.

11 Summary judgment on the disparate treatment claim against the

12 City is vacated; dismissal of the federal claims against Mayor

13 Bloomberg is affirmed; dismissal of the state law claims against Mayor

14 Bloomberg and Commissioner Scoppetta is affirmed; dismissal of the

15 federal law claims against Commissioner Scoppetta is vacated; the

16 injunction is modified, and, as modified, is affirmed; and the bench

17 trial on the liability phase of the discriminatory treatment claim

18 against the City is reassigned to a different district judge.

19 Affirmed in part, vacated in part, and remanded. Judge Pooler

20 dissents in part with a separate opinion.

21 Lisa J. Stark, United States Department

22 of Justice, Washington, D.C. (Thomas

23 E. Perez, Dennis J. Dimsey, Holly A.

24 Thomas, United States Department of

25 Justice, Washington, D.C., on the

26 brief), for Appellee.

27

-2-
1 Richard A. Levy, Levy Ratner, P.C., New 2 York, NY (Center for Constitutional 3 Rights, New York, NY; Scott + Scott 4 LLP, New York, NY, on the brief), for 5 Plaintiffs-Appellees-Cross- 6 Appellants. 78 Deborah A. Brenner, Asst. Corporation 9 Counsel, New York, NY (Michael A.

10 Cardozo, Corporation Counsel of the

11 City of New York, Alan G. Krams,

12 Asst. Corporation Counsel, New York,

13 New York, N.Y., on the brief), for

14 Appellants-Cross-Appellees.

15

16 (Keith M. Sullivan, Sullivan &

17 Galleshaw, LLP, Queens, NY, for

18 amicus curiae Merit Matters, Inc., in

19 support of Appellants-Cross20 Appellees.)

21

22 (Lawrence S. Lustberg, Alicia L.

23 Bannon, Gibbons P.C., Newark, NJ, for

24 amicus curiae International

25 Association of Black Professional

26 Firefighter and Black Chief Officers

27 Committee, in support of Plaintiffs28 Appellees-Cross-Appellants.)

29

30 (Rachel Godsil, Kathryn Pearson, Jon

31 Romberg, Andrew Van Houter, Seton

32 Hall University School of Law, Center

33 for Social Justice, Newark, NJ, for

34 amicus curiae American Values

35 Institute, in support of Plaintiffs36 Intervenors-Appellees.)

37

38 (ReNika C. Moore, Debo P. Adegbile,

39 Elise C Boddie, Johnathan J. Smith,

40 Ria A. Tabacco, NAACP Legal Defense

41 and Educational Fund, Inc., New York,

42 NY; Joshua Civin, Washington, D.C.,

43 for amicus curiae NAACP Legal Defense

44 & Educational Fund, Inc., in support

45 of Appellees.)

46

47

-3-
1 JON O. NEWMAN, Circuit Judge:

2 This case, brought by the United States pursuant to Title VII of

3 the Civil Rights Act of 1964, 42 U.S.C. § 2000e et seg., concerns

4 allegations of racial discrimination in the hiring of New York City

5 firefighters. The principal issues are whether summary judgment was

6 properly entered against the City on a claim of intentional

7 discrimination, whether claims against the City’s Mayor and former

8 Fire Commissioner were properly dismissed, whether an injunction,

9 based both on the finding of intentional discrimination and an

10 unchallenged finding of disparate impact arising from entry-level

11 exams, is too broad, and whether, in the event of a remand, the case,

12 or some portion of it, should be reassigned to another district judge. 

13 These issues arise on an appeal from the December 8, 2011, order and

14 a cross-appeal from February 21, 2012, partial final judgment of the

15 United States District Court for the Eastern District of New York

16 (Nicholas G. Garaufis, District Judge) in a suit brought by the United

17 States against the City of New York. The Vulcan Society, Inc. (“the

Vulcans” or “the Intervenors”), an organization of black2 18 firefighters,

19 intervened, along with several named firefighters. The Intervenors’

20 complaint added as defendants the Fire Department of the City of New

21 York (“FDNY”), the New York City Department of Citywide Administrative

22 Services (“DCAS”), and Mayor Michael Bloomberg and then-New York Fire

2 We have adopted the form of racial identification (without

capitalization) used by the Vulcans.

-4-
1 Commissioner Nicholas Scoppetta in their individual and official

2 capacities.

3 The City appeals from the December 8, 2011, order issuing a far4 reaching permanent injunction against the City. The City contends

5 that this appeal brings up for review the January 13, 2010, order

6 granting summary judgment against the City on the Intervenors’

7 disparate treatment claim, which alleged intentional discrimination. 

8 The Intervenors cross-appeal from the February 1, 2012, partial final

9 judgment, entered pursuant to Rule 54(b) of the Federal Rules of Civil

10 Procedure, dismissing the Intervenors’ claims against Defendants Mayor

11 Bloomberg and Fire Commissioner Scoppetta on grounds of Immunity.

12 We conclude that (1) summary judgment was improperly entered on the

13 Intervenors’ disparate treatment claim, (2) the federal and state law

14 claims against Mayor Bloomberg were properly dismissed, as were the

15 state law claims against Commissioner Scoppetta, but the federal law

16 claims against Commissioner Scoppetta should be reinstated, (3) most

17 portions of the injunction based on the unchallenged disparate impact

18 finding were within the District Court’s remedial discretion, but

19 other portions, particularly those portions based on the improper

20 discriminatory treatment ruling, exceeded that discretion, and (4) on

21 remand, the bench trial on the liability phase of the disparate

22 treatment claim against the City should be reassigned to a different

23 district judge. We therefore, affirm in part, vacate in part, and

24 remand.

-5-
1 Background

2 The extensive factual and procedural background of this litigation

3 is set forth in detail in United States v. City of New York, 637 F.

4 Supp. 2d 77 (E.D.N.Y. 2009) (“Disparate Impact Op.”).

5 Discrimination history. New York City has a substantial black and

6 Hispanic population. According to the Department of City Planning, in

7 2002, blacks were 25 percent and Hispanics were 27 percent of the

8 population. At that time, the percentage of firefighters who were

9 black was 2.6 and the percentage who were Hispanic was 3.7. The low

10 percentage of minority personnel in the FDNY has persisted for some

11 time. From 1963 to 1971 only 4 percent of all FDNY employees were

12 black. When the pending litigation commenced in 2007, the percentages

13 of black and Hispanic firefighters had increased to only 3.4 percent

14 and 6.7 percent, respectively. The black firefighter percentage for

15 New York City has been significantly below those for other cities with

16 substantial black population. In 1999, for example, when the black

17 firefighter percentage for New York City was 2.9 percent, the

18 percentages were 14 percent in Los Angeles, 17.1 percent in Houston,

19 20.4 percent in Chicago, and 26.3 percent in Philadelphia. The City’s

20 black percentage of firefighters has also been significantly below the

21 percentages for other uniformed services in New York City. As of

22 2000, the percentage of blacks in the FDNY was 3.8 percent; the

23 percentages in the Police Department, the Sanitation Department, and

24 the Corrections Department were 16.6, 24.3, and 61.4, respectively.

-6-
1 In 1973, the written examination for entry-level New York City

2 firefighters was held to have a discriminatory impact on minority

3 applicants. See Vulcan Society of New York City Fire Dep’t, Inc. v.

4 Civil Service Commission, 360 F. Supp. 1265, 1277 (S.D.N.Y.), aff’d in

5 relevant part, 490 F.2d 387 (2d Cir. 1973). Entry-level exams used

for firefighters in 1988 and 1992 has a disparate impact on blacks,3 6

7 although use of these exams was not challenged in court.

8 Pending litigation - disparate impact claims. In August 2002, the

9 Vulcans filed an unlawful discrimination complaint with the federal

10 Equal Employment Opportunity Commission (“EEOC”). The EEOC

11 subsequently referred the complaint to the Department of Justice. In

12 May 2007, the United States (“the Government”) sued the City under

13 Title VII, challenging two separate FDNY employment procedures for

14 screening and selecting entry-level firefighters alleged to have an

15 unjustified disparate impact on black and Hispanic applicants. 

16 Specifically, the Government challenged the use of two written

17 examinations, No. 7029, administered in 1998, and No. 2043,

18 administered in 2002 (the “Exams”), that initially screened applicants

19 on a pass/fail basis. The Government also challenged the rank-order

20 processing of applicants, i.e., establishing a passing score to

21 reflect FDNY needs for new recruits and listing, in order of test

3 The percentage of blacks who took the 1988 exam was 10.9; of the

5,000 highest scoring candidates, the black percentage was 2.2, and

the percentage hired was 1.3. In 1992, the percentage of blacks

taking the exam was 8.5; the percentage hired was less than 2.

-7-
1 scores, all applicants above that score. Candidates who passed the

2 written FDNY Exams and a physical performance test were place on a

3 rank-order eligibility list that was based, in part, on the written

4 examination score. 

5 The FDNY administered the Exams to more that 34,000 firefighter

6 applicants and hired more than 5,300. Of the 3,100 blacks and 4,200

7 Hispanics who took the Exams, the FDNY hired 461 blacks and 184

8 Hispanics. For Exam No. 7029, the pass rate for whites was 89.9

9 percent and for blacks 60.3 percent. For Exam No. 2043, the pass rate

10 for whites was 97.2 percent and or blacks 85.4 percent. 

11 The Government’s complaint alleged that the Exams were neither job12 related nor consistent with business necessity, and sought to enjoin

13 the challenged procedures and to require that the City take

14 “appropriate action to correct the present effects of its

15 discriminatory policies and practices.”

16 On September 5, 2007, the District Court permitted the Vulcans and

several named individuals to intervene.4 17 The Intervenors’ complaint

18 added as defendants the DCAS, the FDNY, Mayor Bloomberg, and then-Fire

19 Commissioner Scoppetta. After the District Court bifurcated the case

4 The Intervenors had previously filed a complaint without leave

of the District Court. That complaint contained a jury demand. In

granting the Intervenors leave to file a complaint on September 5,

2007, the District Court noted that the Intervenors and the Defendant,

i.e., the City, had waived their right to a jury trial. The

Intervenors’ permitted complaint, filed on September 25, 2007, does

not contain a jury demand, and no defendant has made such a demand.

-8-
1 into separate liability and relief phases, the Government and the

2 Intervenors moved for partial summary judgment on the disparate impact

3 claim. Thereafter, the Court, pursuant to Rule 23(b)(2) of the

4 Federal Rules of Civil Procedure, certified a class consisting of

black applicants for the position of entry level firefighters.5 5

6 On July 22, 2009, the District Court granted the Government’s and

7 the Intervenors’ motion for summary judgment on the disparate impact

8 claim. See Disparate Impact Op., 637 F. Supp. 2d at 132. The Court

9 ruled that the Exams and the rank-ordering of results

10 disproportionately impacted black and Hispanic applicants, and that

11 the City had not satisfied its burden of demonstrating that the

12 employment procedures were “job-related” or “consistent with business

13 necessity.” Id. at 84-132. The Court’s finding of disparate impact

5

 The class consists of:

All black firefighters or firefighter applicants who sat for

either Written Exam 7029 or Written Exam 2043 [and] were harmed

by one or more of the following employment practices:

(1) Defendants’ use of Written Exam 7029 as a pass/fail screening

device with a cutoff score of 84.75;

(2) Defendants’ rank-order processing of applicants who passed

Written Exam 7029;

(3) Defendants’ use of Written Exam 2043 as a pass/fail screening

device with a cutoff score of 70.00; and

(4) Defendants’ rank-order processing of applicants who passed

Written Exam 2043.

United States v. City of New York, 258 F.R.D. 47, 67 (E.D.N.Y. 2009).

-9-
1 was based on undisputed statistical evidence showing that black and

2 Hispanic applicants disproportionately failed the Exams and on a

3 meticulous application of this Court’s decision in Guardians Ass’n of

4 the New York City Police Dep’t. Inc. v. Civil Service Commission, 630

5 F.2d 79 (2d Cir. 1980) (“NYC Guardians”), outlining the standards for

6 assessing the job-relatedness of an employment exam. See Disparate

7 Impact Op., 637 F. Supp. 2d at 87-95. Thereafter, the City began

8 using Exam 6019, which the District Court permitted to be used on an

9 interim basis, despite its disparate impact. See United States v. City

10 of New York, 681 F. Supp. 2d 274, 294-95, 300-02. The Court afforded

11 the City an opportunity to have Exam 6019 validated, see id., 681 F.

12 Supp. 2d at 300, and subsequently found, after a hearing in July 2010,

13 that the exam was invalid, see United States v. City of New York, No.

14 07-cv-2067, 2010 WL 4137536, at *5 (E.D.N.Y. Oct. 19, 2010). On this

15 appeal, the City does not challenge the grant of summary judgment

16 against the City on the disparate impact claim, nor, as far as we can

17 determine, the District Court’s ruling on the invalidity of Exam 6019.

18 Pending litigation - disparate treatment claim. In addition to

19 reasserting the disparate impact claim from the Government’s

20 complaint, the Intervenors’ complaint added a discriminatory treatment

21 claim, alleging that the Defendants’ use of the challenged employment

22 procedures constituted intentional discrimination against black

23 applicants. That claim raises one of the central issues on this

24 appeal.

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1 On July 25, 2008, the District Court denied the Intervenors’ motion

2 to augment their discriminatory treatment claim by amending their

3 complaint to challenge “additional discriminatory screening and

4 selection devices” used from 1999 to the present. The Court noted

5 that, at the time that the Intervenors had sought to intervene, they

6 had represented that they were “taking pleadings as they find them,”

7 and were simply seeking to add the disparate treatment claim.

8 On Sept. 18, 2009, the City moved to dismiss the Intervenors’ claim

9 of intentional discrimination, and, on October 320, 2009, the

10 Intervenors filed a motion for partial summary judgment on the issue

11 of discriminatory intent. The Government, which had not alleged

12 discriminatory treatment in its complaint, did not join the

13 Intervenors’ motion for summary judgment on the disparate treatment

14 claim.

15 On January 13, 2010, the District Court issued a comprehensive

16 opinion granting the Intervenors’ motion for summary judgment on their

17 disparate treatment claim. See United States v. City of New York, 683

18 F. Supp. 2d 225, 255 (E.D.N.Y. 2010) (“Disparate Treatment Op.”). We

19 recount the details of that ruling in Part II, infra. In that

20 opinion, the Court dismissed the Intervenors’ Title VII claims against

21 Mayor Bloomberg and Commissioner Scoppetta because individuals are not

22 subject to liability under Title VII, id. at 243-44, and dismissed the

23 discriminatory treatment claim against them on the ground that they

24 were entitled to qualified and official immunity, id. at 269-72.

-11-
1 Pending litigation - relief. On September 10, 2009, after the

2 Court’s July 22, 2009, Disparate Impact Opinion but before its January

3 13, 2010, Disparate Treatment Opinion, the Government submitted a

4 proposed order requesting injunctive and monetary relief to implement

5 the Disparate Impact Opinion. On January 21, 2010, eight days after

6 the Disparate Treatment Opinion, the Court issued the first of four

7 orders dealing with relief. The January 21 order primarily alerted

8 the parties to monetary and compliance issues that the Court

9 anticipated pursuing, but specifically required the City to develop a

10 new testing procedure for entry-level firefighters. It left for

11 future consideration the extent to which the City could continue to

12 use Exam 6019, a test the City first administered in January 2007 and

13 had used thereafter to generate its most recent firefighter

14 eligibility list. The validity of that test had not previously been

15 challenged or adjudicated. 

16 On May 26, 2010, the Court issued a second relief order. In that

17 order, the Court stated that, in the absence of needed materials, it

18 could not then determine the validity of Exam 6019 nor determine to

19 what extent the FDNY could use the results of that exam for entry20 level hiring of firefighter. In view of the complexity of pending

21 relief issues, the Court appointed a Special Master to facilitate the

22

23

24

-12-
1 Court’s assessment of Exam 6109 and to oversee the City’s development

of a new exam.6 2

3 On October 19, 2010, the Court issued a third relief order. That

4 order permanently enjoined the City from using Exam 6019, with a

5 limited exception not relevant to the appeal.

6 On December 9, 2010, the Intervenors moved for equitable and

7 monetary relief based on the Court’s previous finding, on motion for

8 summary judgment, of disparate treatment. Among other injunctive

9 relief, they requested the appointment of monitor to oversee

10 compliance, enhanced recruitment and advertising to target minority

11 applicants, modification of the FDNY’s post-exam screening process,

12 and prevention of retaliation and workplace discrimination against

13 black firefighters. On February 28, 2011, the Government submitted a

14 revised proposed relief order, requesting relief based on the Court’s

15 disparate impact finding. In August 2011, the District Court held a

16 bench trial to determine appropriate injunctive relief for the City’s

17 intentional discrimination. The Government did not participate in

18 that trial.

19 On September 30, 2011, the Court issued detailed findings of fact,

20 based on the evidence introduced at th bench trial, to support its

6 The Court initially appointed Robert M. Morgenthau as Special

Master. On June 1, 2010, after the City objected to the selection of

Morgenthau because of the City’s disputes with the New York County

District Attorney’s Office, which he had headed, Morgenthau asked to

be relieved, and on the same day the Court appointed Mary Jo White.

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1 subsequent grant of injunctive relief. The Court noted that its

2 “assessment of the evidence” was “influenced” by the factual record

3 established in earlier stages of the litigation, including the finding

4 that Exams 7029 and 2043 had a disparate impact on black and Hispanic

5 firefighter candidates, the finding of intentional discrimination, and

6 the finding that Exam 6019 was invalid for lack of job validation. 

7 United States v. City of New York, No. 07-CV-2067, 2011 WL 766158, at

8 *1 n.1 (E.D.N.Y. Sept. 30, 2011). Approximately one week later, the

9 Court issued a draft remedial order and informed the parties that it

10 intended to appoint a Court Monitor to oversee the City’s compliance

11 with this order. The Court permitted the City and its Intervenors an

12 opportunity to comment on the draft order. On December 8, 2011, the

13 Court issued the injunction that is a principal subject of this

14 appeal. See United States v. City of New York, No. 07-CV-2067, 2011 WL

15 6131136 (E.D.N.Y. Dec. 8, 2011) (“Injunction Op.”). The details of

16 the terms of that injunction will be recounted in Part IV, infra,

17 dealing with the City’s objections to several of those terms.

18 On February 1, 2012, the District Court, pursuant to Rule 54(b) of

19 the Federal Rules of Civil Procedure, certified for entry of partial

20 summary judgment its ruling dismissing the claims against Mayor

21 Bloomberg and Commissioner Scoppetta on grounds of qualified and

22 official immunity.

23 The City filed a timely appeal, and the Intervenors filed a timely

24 cross-appeal, which have been consolidated. Motions for back-pay and

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1 damages remain pending in the District Court and are not the subject

2 of this appeal. 

3 Discussion

4 Before considering any of the issues on appeal, we note that the

5 City has explicitly declined to challenge the District Court’s

6 disparate impact ruling, the remedy requiring development of a new

7 entry-level exam, or the appointment of a Special Master. The City’s

8 appellate papers also present no challenge to the District Court’s

9 third relief order substantially enjoining use of Exam 6019. What the

10 City challenges on its appeal is the granting of summary judgment in

11 favor of the Intervenors on their disparate treatment claim and all

12 aspects of the injunction beyond those requiring development of a new

13 entry-level exam. On the cross-appeal, the Intervenors challenge the

14 District Court’s dismissal of their claims against Mayor Bloomberg and

15 Commissioner Scoppetta on the ground of qualified immunity.

16 I. Appellate Jurisdiction

17 All parties acknowledge our jurisdiction to review the December 8,

18 2011, injunction, see 28 U.S.C. § 1292(a)(1), and the February 1,

19 2012, partial final judgment dismissing the claims against Mayor

20 Bloomberg and Commissioner Scoppetta, see Fed. R. Civ. P. 54(b). The

21 Intervenors challenge our jurisdiction to review the District Court’s

22 January 13, 2012, ruling granting the Intervenors summary judgment on

23 their disparate treatment claim. They point out that this ruling is

24 not a final order and has not been incorporated into a final judgment. 

-15-
1 The City responds that we have jurisdiction over the disparate

2 treatment ruling because it is “inextricably intertwined,” with the

3 injunction. Lamar Advertising of Penn, LLC v. Town of Orchard Park,

4 356 F.3d, 371 (2d Cir. 2004) (internal quotation marks omitted); see

5 also Swint v. Chambers County Commission, 514 U.S. 35, 51 (1995). 

6 We agree with the City. First, the Intervenors themselves focused

7 almost exclusively on the disparate treatment finding in their

8 proposed order for injunctive relief, and, in summation during the

9 bench trial on relief, emphasized that broad remedies were needed to

10 counteract intentional discrimination. More significantly, the

11 District Court explicitly acknowledged that its findings on which the

12 injunction would later be based were “influenced” by its disparate

13 treatment finding, and some of the more far-reaching provisions of

14 that injunction appear to be grounded, at least partially if not

15 entirely, on that finding. Sufficient “intertwining” exists between

16 the injunction and the disparate treatment summary judgment ruling to

17 support pendent appellate jurisdiction over the latter ruling. 

18 II. The Summary Judgment Ruling on the Intervenors’ Disparate

19 Treatment Claim

20 In considering the District Court’s grant of summary judgment to

21 the Intervenors on their disparate treatment claim, which requires an

22 intent to discriminate, we note at the outset that questions of

23 subjective intent can rarely be decided by summary judgment. See

24 Harlow v. Fitzgerald, 457 U.S. 800, 816 (1982). The principal issue

-16-
1 presented by the summary judgment ruling concerns the nature of a

2 defendant’s obligation to respond to a prima facie case presented by

3 a plaintiff class in a pattern-or-practice discriminatory treatment

4 lawsuit.

5 Initiation of a pattern-or-practice claim. Before considering that

6 issue, we first consider how a pattern-or-practice claim arises. A

7 pattern-or-practice claim under Title VII can be asserted either by

8 the United States or by a class of plaintiffs, usually current or

9 prospective employees against whom some adverse employment action has

10 been taken because of an impermissible reason such as race. Section

11 707(a) of the Civil Rights Act of 1964, 42 U.S.C. § 2000e-6(a),

12 authorizes the Attorney General to bring a civil action whenever that

13 officer “has reasonable cause to believe that any person or group of

14 persons is engaged in a pattern or practice of resistence to the full

15 enjoyment of any of the rights secured by [subchapter VI of chapter

16 21], and that the pattern or practice is of such a nature and is

17 intended to deny the full exercise of the rights herein described

. . . .”7 18 A group of plaintiffs, entitled to be certified as a class,

19 may also initiate a pattern-or-practice suit. See Cooper v. Federal

20 Reserve Bank of Richmond, 467 U.S. 867, 876 n.9 (1984) (“[T]he

21 elements of a prima facie pattern-or-practice case are the same [as a

7 Section 707 was amended by Section 5 of the Equal Employment

Opportunity Act of 1972, 42 U.S.C. § 2000e-6(c), to give the EEOC,

rather than the Attorney General, authority to bring patter-orpractice suits against private sector employers.

-17-
1 Government-initiated suit under Section 707(a)] in a private class

2 action.”); Franks v. Bowman Transportation Co., 424 U.S., 747, 750-51

3 (1976) (analyzing class action alleging pattern of discriminatory

4 employment practices).

5 Although the pending suit was brought by the United States, the

6 Government did not allege a pattern or practice of discriminatory

7 treatment. Its claim was solely that the City’s use of Exams 7029 and

8 2043 had a discriminatory impact on minority applicants for the

9 position of entry-level firefighter. The Intervenors, once certified

10 as a class, have asserted what amounts to claim of pattern-or-practice

discriminatory treatment.8 11

8

 The Intervenors’ complaint did not explicitly assert a claim of

a pattern-or-practice. That phrase first entered this litigation

rather unobtrusively as one aspect of the prayer for relief in the

Intervenors’ complaint, which, in listing the elements of a requested

injunction, asked the Court to “appoint entry-level firefighters from

among qualified black applicants in sufficient numbers to offset the

historic pattern and practice of discrimination against blacks in

testing and appointment to that position.” Intervenors’ Complaint,

Prayer for Relief ¶ 3(d). The phrase is not mentioned at all in the

Intervenors’ extensive memorandum of law in support of their motion

for summary judgment on the disparate treatment claim. Nevertheless,

by the time the District Court issued its Disparate Treatment Opinion,

the phrase had become prominent. Section IV of that opinion is

captioned “INTERVENORS’ TITLE VII PATTERN-OR-PRACTICE DISPARATE

TREATMENT CLAIM.” 683 F. Supp. 2d at 246. And as the litigation has

reached this Court, the phrase appears repeatedly in the briefs of the

City and the Intervenors, although it is conspicuously absent from the

Government’s brief (except for one mention in the description of the

District Court’s Disparate Treatment Opinion, see Brief for United

States at 19).

We surmise that the Intervenors are entitled to assert a patternor-practice claim because they sought and were granted class action

status and alleged not only the disparate impact of Exams 7029 and

-18-
1 Comparison of individual and pattern-or-practice claims. We next

2 compare individual and pattern-or-practice claims. The principal

3 difference between individual and pattern-or-practice discriminatory

4 treatment claims is that, although both require an intent to

5 discriminate, an individual claim requires an intent to discriminate

6 against one person, see, e.g., McDonnell Douglas Corp. v. Green, 411

7 U.S. 792 (1973), and a pattern-or-practice claim requires that “racial

8 discrimination was the company’s standard operating procedure[,] the

9 regular rather than the unusual practice,” International Brotherhood

10 of Teamsters v. United States, 431 U.S., 324, 336 (1977), and that the

11 discrimination was directed at a class of victims, see, e.g., Franks,

424 U.S. at 772.9 12 It should be noted that “[a] pattern or practice

13 case is not a separate and free-standing cause of action . . ., but is

14 really merely another method by which disparate treatment can be

15 shown.” Chin v. The Port Authority of New York and New Jersey, 685

2043 but also a long-standing pattern of discrimination in hiring

firefighters. Their complaint alleged, among other things, that

“[t]he FDNY has a long history of unlawfully discriminating against

blacks in its hiring process and of maintaining the number of black

firefighters at its disproportionately low level compared to their

representation in the population of the City as a whole,” ¶ 31, “the

FDNY has consistently failed and refused to comply with many of the

[City’s Equal Employment Practices Commission’s] recommendations,

particularly with regard to its hiring criteria,” ¶ 32, and “the City

and the FDNY have repeatedly failed and refused to remedy this

obviously discriminatory situation,” ¶ 33. 

9 Cf. EEOC v. Shell Oil Co., 466 U.S. 54, 73 (1984) (requiring an

EEOC charge filed by a commissioner to “identify the groups of persons

that he has reason to believe have been discriminated against”).

-19-
1 F.3d 135, 148-49 (2d Cir. 2012) (quoting in a parenthetical Celestine

2 v. Petroleos de Venezuela SA, 266 F.3d 343, 355 (5th Cir. 2001))

(internal quotation marks omitted).10 3

4 Both types of suits involve a scheme of shifting burdens borne by

5 the contending sides. In both, the plaintiff bears the initial burden

6 of presenting a prima facie case. Both McDonnell Douglas, 411 U.S. at

7 807, and Teamsters, 431 U.S. at 336, refer to the plaintiff’s initial

8 burden as a burden to establish “a prima facie case,” meaning

9 sufficient evidence to create a rebuttable presumption of the

10 existence of the ultimate fact at issue: in McDonnell Douglas, the

11 employer’s intent to discriminate against the plaintiff, and in

12 Teamsters, the employer’s pervasive practice of intentional

13 discrimination against the class. The Supreme Court has noted that in

14 general “[t]he phrase ‘prima facie case’ not only may denote the

15 establishment of a legally mandatory, rebuttable presumption, but also

16 may be used by courts to describe the plaintiff’s burden of producing

17 enough evidence to permit the trier of fact to infer the fact at

18 issue,” Texas Dep’t of Community Affairs v. Burdine, 450 U.S. 248, 254

19 n.7 (1981), and has explicitly instructed “that in the Title VII

20 context we use ‘prima facie case’ in the former sense,” id.

21

10 The Supreme Court has criticized the EEOC for not adopting

“special regulations more closely tailored to the characteristics of

‘pattern-or-practice’ cases.” Shell Oil Co., 466 U.S. at 67 n. 19.

-20-
1 In an individual case, the plaintiff’s initial burden consists of

2 the now familiar components of showing “(i) that he belongs to a

3 racial minority; (ii) that he applied and was qualified for a job for

4 which the employer was seeking applicants; (iii) that, despite his

5 qualifications, he was rejected; and (iv) that, after his rejection,

6 the position remained open and the employer continued to seek

7 applicants from persons of complainant’s qualifications.” McDonnell

8 Douglas, 411 U.S. at 802. This burden is “not onerous,” Burdine, 450

9 U.S. at 253; indeed, it is “minimal,” St. Mary’s Honor Center v.

10 Hicks, 509 U.S. 502, 506 (1993), or “slight,” Wanamaker v. Columbian

11 Rope Co., 108 F. 3d 462, 465 (2d Cir. 1997). 

12 In a pattern-or-practice case, the plaintiff’s initial burden is

13 heavier in one respect and lighter in another respect than the burden

14 in an individual case. It is heavier in that the plaintiff must make

15 a prima facie showing of a pervasive policy of intentional

16 discrimination, see Teamsters, 431 U.S. at 336, rather than a single

17 instance of discriminatory treatment. It is lighter in that the

18 plaintiff need not initially show discrimination against any

19 particular present or prospective employee. See id. at 360; Chin, 685

20 F.3d at 147. Although instances of discrimination against particular

21 employees are relevant to show a policy of intentional discrimination,

22 they are not required; a statistical showing of disparate impact might

23 suffice. See Hazelwood School District v. United States, 433 U.S. 299,

24 307-08 (1977) (“Where gross statistical disparities can be shown, they

-21-
1 alone may in a proper case constitute prima facie proof of a pattern

2 or practice of discrimination.”). With both types of cases, the

3 plaintiff’s initial burden is only to present a prima facie case that

4 will support a rebuttable presumption of the ultimate fact in issue. 

5 Once the McDonnell Douglas plaintiff has established its prima

6 facie case, the burden then shifts to the employer “to rebut the

7 presumption of discrimination,” Burdine, 450 U.S. at 254. The

8 employer need only “‘articulate come legitimate, nondiscriminatory

9 reason for the employee’s rejection.’” Id. at 253 (emphasis added)

(quoting McDonnell Douglas, 411 U.S. at 802).11 10 In Teamsters, the

11 Supreme Court said that the employer responding to a prima facie case

12 in a pattern-or-practice suit has the burden to “defeat” that case,

13 431 U.S. at 360. “[D]efeat” might be thought to imply something

14 stronger that “rebut,” but the Court’s language indicates that the

15 Court means the same thing in both contexts. In McDonnell Douglas,

16 the court said that the employer may discharge its rebuttal burden by

17 “articulat[ing] some legitimate, nondiscriminatory reason for the

18 employee’s rejection.” 411 U.S. at 802, and in Teamsters, the Court

19 similarly said that the employer may do so by “provid[ing] a

11 In this respect, the rebuttal burden on the employer in a

discriminatory treatment case is less than the burden in a disparate

impact case. In the latter case, the employer bears the burden of

proving that the neutral employment policy, such as an exam, shown to

have a discriminatory impact, is job-related. See Albemarle Paper Co.

v. Moody, 422 U.S. 405, 424 (1975); Griggs v. Duke Power Co., 401 U.S.

424, 431-32 (1971).

-22-
1 nondiscriminatory explanation for the apparently discriminatory

2 result,” 431 U.S. at 360 n. 46. Although the Court has explicitly

3 called the employer’s burden in a McDonnell Douglas case a burden of

4 “production,” Burdine, 450 U.S. at 255, and has not used that word to

5 describe the employer’s burden in a pattern-or-practice case, we think

6 the rebuttal burden in both contexts is one of “production.” See

7 Reynolds v. Barrett, 685 F.3d 193, 203 (2d Cir. 2012) (noting that in

8 pattern-or-practice case “the burden of production shifts to the

9 employer”); Robinson v. Metro-North Commuter R.R., 267 F.3d 147, 159

10 (2d Cir. 2001) (noting that in pattern-or-practice case “‘the burden

11 [of production] then shifts to the employer’”) (quoting Teamsters, 431

12 U.S. at 360) (brackets in Robinson), abrogated on other grounds by

Wal-Mart Stores, Inc. v. Dukes, 131 S. Ct. 2641 (2011).12 13

14 A central issue in the pending case is what showing an employer

15 must make to satisfy its burden of production in a pattern-or-practice

16 case. In Teamsters the Supreme Court stated that the employer’s

17 burden was “to defeat the prima facie showing of a pattern or practice

18 by demonstrating that the Government’s proof is either inaccurate or

19 insignificant.” 431 U.S. at 360 (emphasis added). The emphasized

20 words raise a question as to whether the Supreme Court thought the

21 employer’s rebuttal evidence must be directed at the statistics that

12 In Teamsters, the Supreme Court had no need to label the nature

of the employer’s rebuttal burden because the Court was reviewing a

case that had been fully tried on the merits.

-23-
1 often constitute the prima facie case of discrimination or simply at

2 the rebuttable presumption of discrimination that arises from those

3 statistics.

4 We think the Court meant that the employer must produce any

5 evidence that is relevant to rebutting the inference of

6 discrimination. No plaintiff can limit the type of evidence that a

7 defendant must produce to rebut a prima facie case by its selection of

8 particular evidence to support that case. The Supreme Court

9 explicitly recognized this obvious point in Teamsters when it stated

10 that, although “[t]he employer’s defense must, of course, be designed

11 to meet the prima facie case . . . [,] [w]e do not mean to suggest

12 that there are any particular limits on the type of evidence an

13 employer may use.” 431 U.S. at 360 n.46. The Court offered an example

14 of an employer whose pattern of post-Act hiring was a product pre-Act

15 hiring, id. at 360, an example of evidence that would rebut the

16 inference of discriminatory intent arising from the plaintiff’s

17 statistics, but not dispute the statistics themselves. That showing

18 would not demonstrate that the proof of the pattern was inaccurate or

19 insignificant; it would demonstrate that the proof of the pattern was

20 legally irrelevant.

21 Of course, it is always open to a defendant to meet its burden of

22 production by presenting a direct attack on the statistics relied upon

23 to constitute a prima facie case. A defendant might endeavor to show

24 that the plaintiff’s statistics are inaccurate, for example, infected

-24-
1 with arithmetic errors, or lacking in statistical significance, for

2 example, based on too small a sample. But the rebuttal need not be so

3 limited. A defendant may rebut the inference of a discriminatory

4 intent by accepting a plaintiff’s statistics and producing non5 statistical evidence to show that it lacked such an intent. In

6 Teamsters, the Supreme Court recognized this means of rebutting a

7 prima facie case by stating that “the employer’s burden is to provide

8 a nondiscriminatory explanation for the apparently discriminatory

9 result.” 431 U.S. at 360 n.46. Again, such an explanation rebuts the

10 inference from a plaintiff’s statistics, even though it does not

directly challenge the statistics themselves.13 11

13 Our dissenting colleague contends that we have “conflate[d] two

distinct tests set out in our disparate treatment jurisprudence,”

[slip op. __ (dissent at 1)] and that where a plaintiff presents

statistics to establish its prima facie case of a pattern or practice

or pervasive discrimination, “those statistics must necessarily be

addressed” by the defendant’s rebuttal evidence, [slip op. __ (dissent

at 5)].

As to the first contention, we have explicitly recognized the

crucial difference that a plaintiff endeavoring to present a pattern

or practice claim of intentional discrimination must prove a pervasive

pattern of such discrimination whereas a plaintiff endeavoring to

present only a claim of individual discrimination may succeed by

showing that a facially neutral policy had a discriminatory impact.

As to the second contention, our dissenting colleague cites

Teamsters, 431 U.S. at 360, as stating that an employer rebutting a

prima facie pattern or practice case must demonstrate that “the

plaintiff’s statistics were inaccurate or insignificant.” [slip op. __

(dissent at 3)]. But the referenced sentence from Teamsters refers to

the plaintiff’s “proof,” not the plaintiff’s “statistics.” A

defendant, by presenting evidence of its choosing that it lacked a

discriminatory intent, satisfies its rebuttal burden of showing that

the plaintiff’s prima facie proof lacked significance. Furthermore,

-25-
1 Some confusion might have been created on this point by a passage

2 in the late Professor Arthur Larson’s treatise on employment

3 discrimination that this Court quoted in Robinson, 267 F.3d at 159. 

4 That passage begins by stating, “Three basic avenues of attack are

5 open to the defendant challenging the plaintiff’s statistics, namely

6 assault on the source, accuracy, or probative force.” 1 Arthur Larson

7 et al., Employment Discrimination § 9.03[2], at 9-23 (2d ed. 2001)

8 (emphasis added). This sentence, read in isolation, might be thought

9 to require an employer to challenge the plaintiff’s statistics as

10 such. But that interpretation is dispelled by Prof. Larson’s later

11 recognition in the same passage, also quoted in Robinson, 267 F.3d at

12 159, that a defendant may use “other non-statistical evidence tending

13 to rebut the inference of discrimination.” Larson, supra, § 9.03[2],

14 at 9-24 (emphasis added). Indeed, the current version of Employment

15 Discrimination, compiled by Prof. Larson’s son, has rewritten the

16 sentence quoted in Robinson and, more significantly, includes a

17 subsection making it clear that non-statistical evidence, including an

18 employer’s affirmative action efforts, are “both relevant to and

although the dissent suggests that we have ignored Teamsters by

permitting a defendant to rebut a prima facie case without directly

challenging the plaintiff’s statistics, it is the Teamsters opinion

itself that says, “We do not mean to suggest that there are any

particular limits on the type of evidence an employer may use” to meet

a plaintiff’s prima facie case, 431 U.S. at 360 n.46, and also says

that the employer’s burden in rebutting a prima facie case “is to

provide a nondiscriminatory explanation for the apparently

discriminatory result,” id.

-26-
1 probative of absence of intent to discriminate.” 1 Lex Larson,

2 Employment Discrimination § 9.03[2][c], at 9-20.1 (2d ed. 2011)

3 (footnote omitted). 

4 We have recognized that non-statistical evidence, such as a

5 defendant’s affirmative action program, is probative of the absence of

6 an employer’s intent to discriminate. See Coser v. Moore, 739 F.2d

7 746, 751-52, (2d Cir. 1984); see also EEOC v. Sears, Roebuck & Co.,

8 839 F.2d 302, 314 (7th Cir. 1988) (“[S]tatistical evidence is only one

9 method of rebutting a statistical case.”). Although cases such as

10 Coser and Sears, Roebuck were considering evidence available to negate

11 discriminatory intent at trial, we see no reason why a defendant may

12 not proffer such evidence to satisfy its burden of production in

advance of trial on the merits.14 13

14 Our recent opinion in Reynolds v. Barrett stated that the

defendant’s burden of production is to show “that the statistical

evidence proffered by the plaintiffs is insignificant or inaccurate.”

685 F.3d at 203 (citing Teamsters, 341 U.S. at 360 (substituting

“statistical evidence” for proof,” the word used in the relevant

passage in Teamsters)). This statement in Reynolds is dictum; the

issue in that case was not the required content of a defendant’s

rebuttal, but “whether recourse to the pattern-or-practice evidentiary

framework is appropriate in a suit against individual state officials

brought pursuant to 42 U.S.C. § 1983 for intentional discrimination.”

685 F,3d at 197. Even as dictum, we think this sentence in Reynolds

should be understood to offer one way to rebut a prima facie case, but

surely not the only way. That broader understanding is required by

the recognition in Teamsters that (a) an employer may rebut a prima

facie case by offering a nondiscriminatory explanation, 431 U.S. at

360 n.46, and (b) the Supreme Court did not intend to limit the type

of evidence an employer may use, id. It is also required by the

incontestable point that no plaintiff can limit its adversary’s

responding evidence by the type of evidence that the plaintiff chooses

to present.

-27-
1 Teamsters sets a high bar for the prima facie case the Government

2 or a class must present in a pattern-or-practice case: evidence

3 supporting a rebuttable presumption that an employer acted with the

4 deliberate purpose and intent of discrimination against an entire

5 class. 431 U.S. at 358. An employer facing that serious accusation

6 must have a broad opportunity to present in rebuttal any relevant

7 evidence that shows that it lacked such an intent. 

8 Continuing with a comparison of the shifting burdens in individual

9 and pattern-or-practice cases, we note that a defendant’s burden of

10 production “can involve no credibility assessment,” Hicks, 509 U.S. at

11 509, and “necessarily precedes the credibility-assessment stage,” id.

12 (emphasis in original). Nothing in Teamsters suggests that these

13 aspects of the defendant’s production burden do not apply to pattern14 or practice claims. Nor are there differences with respect to the

15 remaining aspects of the burden-shifting scheme, at least at the

16 liability stage of a trial. If the defendant fails to rebut the

17 plaintiff’s prima facie case, the presumption arising from an

18 unrebutted prima facie case entitles the plaintiff to prevail on the

19 issue of liability and proceed directly to the issue of appropriate

20 relief. See Hicks, 509 U.S. at 509. On the other hand, if the

21 defendant satisfies its burden of production, the presumption arising

22 from the plaintiff’s prima facie case “drops out,” see id., 509 U.S.

23 at 510-11, and the trier of fact must then determine, after a full

24 trial, whether the plaintiff has sustained its burden of proving by a

-28-
1 preponderance of the evidence the ultimate fact at issue. See United

2 States Postal Service Board of Governors v. Aikens, 460 U.S. 711, 715

3 (1983) (individual plaintiff must prove intent to discriminate);

4 Teamsters, 431 U.S. at 336 (Government in pattern-or-practice case

5 must prove that intentional discrimination was the defendant’s

6 standard operating procedure.”). Of course, the evidence that

7 originally supported the plaintiff’s prima facie case remains

8 available to contribute to the persuasive force of the plaintiff’s

9 proof on the ultimate issue. See Reeves v. Sanderson Plumbing

10 Products, Inc., 530 U.S. 133, 143 (2000); Burdine, 450 U.S. at 256

11 n.10.

12 At the relief stage, however, a special rule applies in pattern-or13 practice cases. Once the Government or a class has proven by a

14 preponderance of the evidence a policy of intentional discrimination

15 and seeks relief for individual victims of that policy, “[t]he proof

16 of the pattern or practice supports an inference that any particular

17 employment decision, during the period in which the discriminatory

18 policy was in force, was made in pursuit of that policy. . . . [T]he

19 burden then rests on the employers to demonstrate that the individual

20 applicant was denied an employment opportunity for lawful reasons.”

21 Teamsters, 431 U.S. at 362 (citing Franks, 424 U.S. at 773 n.32). In

22 Wal-Mart Stores, 131 S. Ct. at 2552 n.7, the inference was explicitly

-29-
called “a rebuttable inference.”15 1

2 The Intervenors’ prima facie case. The statistical disparities

3 supporting the unchallenged finding that the Exams has a racially

4 disparate impact also served to establish a prima facie case on the

5 Intervenors’ claim of a pervasive pattern of discriminatory treatment,

6 especially in light of the long-standing pattern of low minority

7 participation in the FDNY. See Hazelwood School District, 433 U.S. at

8 307-08 (“Where gross statistical disparities can be shown, they alone

9 may in a proper case constitute prima facie proof of a pattern or

10 practice of discrimination.”). The City does not dispute that the

11 Intervenors presented a prima facie case of discriminatory treatment. 

12 The City’s rebuttal. The City produced evidence attempting to

13 rebut the inference that it had acted with a discriminatory intent. 

14 It articulated a nondiscriminatory reason for using the challenged

15 exams - the fact that they were facially neutral. The City also

16 relied on its contention that the exams had been prepared in an

17 attempt to comply with “acceptable test development methods.”

18 Defendants’ Statement of Disputed Material Facts ¶ 1. In support of

19 this contention, the City proffered detailed declarations of Matthew

20 Morrongiello, a Tests and Measurement Specialist in the City’s DCAS

15 This rebuttable inference arising at the relief stage, after

proof by preponderance of the evidence at the liability stage of the

existence of a pattern or practice of intentional discrimination,

should not be confused with the rebuttable presumption arising at the

threshold of the liability stage, after presentation of only a prima

facie case of such a pattern or practice.

-30-
1 who analyzed Exam 7029, and Alberto Johnson, a DCAS employee who was

2 primarily responsible for preparing Exam 2043. See Disparate Impact

3 Op., 637 F. Supp. 2d at 100. Their affidavits detailed the efforts

that they made to develop job-related exams.16 4 The City also pointed

5 to its efforts to increase minority hiring through targeted

6 recruitment.

7 The District Court’s rejection of the City’s rebuttal. The

8 District Court’s grant of summary judgment to the Intervenors on their

9 pattern-or-practice discriminatory treatment claim might be thought to

10 mean either of two things. On the one hand, the Court might have

11 concluded that the City had failed to satisfy its burden of

12 production. On the other hand, the Court might have concluded that,

13 on the available record, no reasonable fact-finder at trial could fail

14 to find that the City maintained a pervasive policy of intentional

15 discriminatory treatment. The Intervenors argued their motion on the

16 latter theory. One section of their memorandum of law in support of

17 their motion is captioned “THERE IS NO GENUINE ISSUE OF FACT AS TO THE

18 CITY OF NEW YORK’S DISPARATE TREATMENT OF PLAINTIFFS-INTERVENORS UNDER

19 TITLE VII, AND PLAINTIFFS-INTERVENORS ARE ENTITLED TO JUDGMENT AS A

20 MATTER OF LAW.” Memorandum of Law in Support of Motion for Summary

21 Judgment and in Opposition to Individual Defendants’ Motion for

16 The District Court’s ruling against the City on the

Government’s disparate impact claim discussed these efforts at length.

See Disparate Impact Op., 637 F. Supp. 2d at 100-08.

-31-
1 Qualified Immunity at 8. That memorandum does not contend that the

2 City failed only to satisfy its burden of production.

3 We think it is clear that the District Court granted summary

4 judgment for the Intervenors because it is believed the City had not

5 satisfied its burden of production. The Court stated, “If the

6 employer fails to respond to plaintiffs’ prima facie case, or if it

7 fails to carry its burden to dispel the prima facie case, then the

8 court ‘must find the existence of the presumed fact of unlawful

9 discrimination and must, therefore, render a verdict for the

10 plaintiff.’” Disparate Treatment Op., 683 F. Supp. 2d 252 (quoting

11 Hicks, 509 U.S. at 509-10 n.3 (emphases in Hicks)). The Court then

12 added: 

13 What is important to note is that in either case, although the

14 ultimate question as to the employer’s state of mind is technically

15 left unresolved - since the fact-finder has not found by a

16 preponderance of the evidence that the employer acted with

17 discriminatory purpose - the employer’s failure to discharge the

18 obligation imposed on it by the burden-shifting framework mandates

19 a finding of unlawful discrimination.

20

21 Id. (Citing Hicks, 509 U.S. at 506).

22

23 The District Court deemed the City’s rebuttal deficient for four

24 somewhat related reasons. First, the Court thought that the City’s

25 burden of production required it specifically to challenge the

26 Intervenors’ statistics and faulted the City because it did “not

27 attempt to meet or undermine the Intervenors’ statistical evidence.”

28 Disparate Treatment Op., 683 F. Supp. 2d at 253. “This failure

29 alone,” the Court stated, was a sufficient reason to grant summary

-32-
1 judgment to the Intervenors. See id. As we have explained above, this

2 was too narrow a view of how a defendant may rebut a prima facie case. 

3 On the Intervenors’ motion for summary judgment, the issue for the

4 District Court was not whether the City had produced evidence

5 sufficiently attacking the Intervenors’ statistics. Instead, the

6 issue was whether the City’s rebuttal was sufficient to satisfy its

7 burden of producing evidence to challenge the inference of intentional

8 discrimination arising from the Intervenors’ prima facie case. 

9 Second, the District Court rejected the evidence the City produced

10 to satisfy its burden of production as “either incredible or

11 inapposite.” Disparate Treatment Op., 683 F. Supp. 2d at 266. The

12 Court’s assessment of credibility (an assessment of information

13 supplied in affidavits) was inappropriate. Determining whether a

14 defendant has satisfied its burden of production “can involve no

15 credibility assessment.” Hicks, 509 U.S. at 509. Furthermore, “[t]he

16 defendant need not persuade the court that it was actually motivated

17 by the proffered reasons.” Burdine, 450 U.S. at 254. 

18 Nor was the City’s rebuttal evidence “inapposite.” All of it was

19 properly presented in an attempt to show that the City lacked a

20 discriminatory intent. Although the Exams produced a racially

21 disparate impact and were determined by the District Court not to be

22 sufficiently job-related to justify their use, see Disparate Impact

23 Op., 637 F. Supp. 2d at 110-32, the City was entitled to produce

24 whatever evidence it had to rebut the prima facie case of

-33-
1 discriminatory treatment. That evidence properly included a showing

2 that the Exams were facially neutral, see Raytheon Co. V. Hernandez,

3 540 U.S. 44, 51-52 (2003) (Under “the disparate-treatment framework

4 . . . a neutral . . . policy is, by definition, a legitimate

5 nondiscriminatory reason.”), the efforts (albeit unsuccessful) to

prepare job-related exams,17 6 see NYC Guardians, 630 F. 2d at 112

7 (noting employer’s “extensive efforts to . . . develop a test they

hoped would have the requisite validity”).18 8 and the efforts at

9 minority recruitment, see Washington v. Davis, 426 U.S. 229, 246

17 The District Court expressed the view that “the subjective

motives of the people who designed the Exams are only circumstantially

relevant to the question of whether the City’s decision to use the

Exams as screening and ranking devices was discriminatory.” Disparate

Treatment Op., 683 F. Supp. 2d at 254 (emphases in original). But the

City was entitled to produce evidence with that circumstantial

relevance to rebut the claim that it used the Exams with

discriminatory intent. 

The Intervenors contend that the City’s rebuttal evidence

concerning the preparation of the challenged exams is irrelevant

because the test-makers’ affidavits do not explain what the

Intervenors assert is the “adverse action - here, the continued use of

the challenged exams.” Brief for Intervenors at 128 (internal

quotation marks omitted). However, the adverse action, for which the

employer must supply a nondiscriminatory reason, is the failure to

hire minority firefighters; the use of the Exams is a circumstance

that the Intervenors contend shows that the city acted with

discriminatory intent. That contention will be available at trial. 

18 It defies understanding why the City would think it a virtue

that “[t]he individuals who were principally responsible for

developing Examinations 7029 and 2043, did not, prior to developing

the Examinations[,] consult with counsel or review the [NYC] Guardians

decision,” Defendants’ Statement of Disputed Material Facts ¶ 2. The

District Court characterized NYC Guardians as the “governing case in

this Circuit for assessing the validity of employment tests.”

Disparate Impact Op., 637 F. Supp. 2d at 108. 

-34-
1 (1976) (“[A]ffirmative efforts [of municipal employer] to recruit

2 black officers . . . negated any inference that [employer]

3 discriminated . . . .”). 

4 The District Court also appeared to consider the City’s evidence

5 inapposite because, in the Court’s opinion, the City was not entitled

6 to “construct a competing account of its behavior.” Disparate

7 Treatment Op., 683 F. Supp. 2d at 253. This view of the City’s

8 rebuttal burden runs directly counter to the Supreme Court’s statement

9 in Teamsters that “the employer’s burden is to provide a

10 nondiscriminatory explanation for the apparently discriminatory

11 result.” 431 U.S. at 360 n.46. 

12 Third, the District Court viewed the City’s opposition to the

13 Intervenor’s summary judgment motion as an improper effort to dispute

14 the issue of discriminatory intent that the Court said would arise “at

15 the end of any Title VII disparate-treatment inquiry.” Disparate

16 Treatment Op., 683 F. Supp. 2d at 252 (emphasis in original). This

17 was improper, the Court thought, because “if defendants were allowed

18 to sustain or circumvent their burden of production by invoking the

19 ultimate issue of intent, the burden-shifting structure would become

20 a nullity.” Id. at 253. 

21 We disagree. A defendant seeking to “defeat,” Teamsters, 431 U.S.

22 at 360, a prima facie case of intentional discrimination at the

23 rebuttal stage has every right to produce evidence to show that it did

24 not have such an intent. Although a conclusory denial will not

-35-
1 suffice, evidence that tends to support a denial is always

2 permissible. When the Supreme Court said in Teamsters that the

3 employer may satisfy its burden of production by “provid[ing] a

4 nondiscriminatory explanation for the apparently discriminatory

5 result,” 431 U.S. at 324 n.46, it was offering an example of evidence

6 that ws not disqualified as a rebuttal just because such evidence was

also relevant to the ultimate issue of discriminatory intent.19 7

8 Producing at the rebuttal stage some evidence bearing on the

9 ultimate issue of discriminatory intent does not render the burden10 shifting structure a nullity. That structure serves the useful

11 purpose of obliging the employer to identify a nondiscriminatory

12 reason for its challenged action. If the employer fails to do so or

13 otherwise fails to produce evidence that meets the inference arising

14 from the plaintiff’s prima facie case, the employer loses. See Hicks,

15 509 U.S. at 509. On the other hand, producing evidence that meets the

16 prima facie case moves a pattern-or-practice claim on to trial on the

17 merits, at which time the plaintiff has to prove by a preponderance of

18 evidence that the real reason for the challenged action was an intent

19 to discriminate. The burden-shifting scheme has not been impaired

20 just because the employer’s rebuttal not only meets the prima facie

21 case but is also relevant to the ultimate issue at trial. Nothing in

19 The District Court seems to have recognized this point by

stating that the presumption arising from the prima facie case

“obligates the employer to come forward with an explanation or

contrary proof.” Disparate Treatment Op., 683 F. Supp. 2d at 252.

-36-
1 Teamsters obliges an employer to withhold its evidence negating a

2 discriminatory intent until that trial occurs. 

3 Fourth, the District Court faulted the City for “attempt[ing] to

4 circumvent its burden of production entirely by arguing that the

5 Intervenors have not proved that the City harbored a subjective intent

6 to discriminate against black applicants.” Disparate Treatment Op.,

7 683 F. Supp. 2d at 251. The Court understood the City to be faulting

8 the Intervenors for “failure to produce direct evidence of the

9 relevant decisionmakers’ culpable mental state.” Id. (emphasis added). 

10 That was not what the City said. In its memorandum opposing the

11 Intervenors’ motion for summary judgment on the discriminatory

12 treatment claim, the City stated, “Plaintiffs-Intervenors have not,

13 either directly or by inference, provided facts which would prove an

14 intent to discriminate.” Defendants’ Memorandum of Law in Opposition

15 to Plaintiffs-Intervenors’ Motion for Summary Judgment at 2 (emphasis

16 added). Correctly understanding that a prima facie case requires

17 facts giving rise to an inference of intentional discriminatory

18 treatment, the City was entitled to contend in rebuttal that the

19 Intervenors had failed to present such facts, even though the District

20 Court had found that their prima facie case was sufficient. 

21 At trial on the ultimate issue of whether there was a policy of

22 discriminatory intent, the fact-finder will consider, among other

23 things, whether, as the Intervenors contend, the lack of job24 relatedness of the Exams should have been apparent to the City and

-37-
1 whether the City’s use of the Exams, once their racially disparate

2 impact was known, proves, in light of the history of low minority

3 hiring, that the City used the Exams with the intent to discriminate. 

4 Prior to that trial, the City provided a sufficient rebuttal to the

5 Intervenors’ prima facie case, and the granting of the Intervenors’

6 motion for summary judgment was error. 

7 III. Dismissal of Claims Against Mayor Bloomberg and Commissioner

8 Scoppetta

9 The District Court dismissed the Intervenors’ Title VII claim

10 against Mayor Bloomberg and former Commissioner Scoppetta for failure

11 to state a claim on which relief could be granted, see Fed. R. Civ. P.

12 12(b)(6); dismissed the Section 1981 and Section 1983 claims against

13 these officials on the ground of qualified immunity; and dismissed the

14 state law claims against these officials on the ground of official

15 immunity. See Disparate Treatment Op., 683 F. Supp. 2d at 243-45, 269-

72.20 16 On their cross-appeal, the Intervenors challenge the immunity

17 rulings, but not the Rule 12(b)(6) ruling, which was plainly correct,

18 see Patterson v. County of Oneida, 375 F.3d 206, 221 (2d Cir. 2004)

19 (individuals, as distinguished from employing entitles, not liable

20 under Title VII). 

21 Qualified immunity for federal law claims. The standards for

22 qualified immunity are well settled. See Anderson v. Creighton, 483

20 The District Court certified its dismissal ruling for immediate

appeal under Fed. R. Civ. P. 54(b).

-38-
1 U.S. 635, 640 (1987); Mitchell v. Forsyth, 472 U.S. 511, 530-36

2 (1985); Harlow v. Fitzgerald, 457 U.S. 800, 818 (1982). 

3 The District Court began its immunity analysis by observing that

4 “to hold a supervisory official liable for violating § 1981 or the

5 Equal Protection Clause, a plaintiff must ‘prove that the defendant

6 acted with discriminatory purpose.’” Disparate Treatment Op., 683 F.

7 Supp. 2d at 270 (quoting Ashcroft v. Iqbal, 556 U.S. 662, 676 (2009)).

8 The Intervenors’ theory of liability of the Mayor and the Commissioner

9 was that, although neither had responsibility for preparation of the

10 Exams, they both condoned their use, with awareness of their disparate

11 impact, and did so despite warnings from the City’s Equal Employment

12 Practices Commission to take corrective action. With respect to this

13 theory, the District Court stated, “The Intervenors have submitted

14 copious evidence from which a reasonable fact-finder could infer that

15 the Mayor and Commissioner harbored an intent to discriminate against

16 black applicants . . . .” Id. Nevertheless, the Court upheld the

17 officials’ qualified immunity defense because “it would not have been

18 clear to them from the governing legal precedent that such conduct

19 violated § 1981 or the Equal Protection Clause.” Id.

20 The Court did not mean that a public official would not have known

21 that the official would violate Section 1981 or the Equal Protection

22 Clause by intentionally taking adverse employment action on the basis

23 of race. That obvious proposition has been clear at least since 1976,

24 see Washington, 426 U.S. at 239-41. What would not be clear to the

-39-
1 officials, the District Court stated, was that the “Title VII burden2 shifting analysis” would apply “to determine whether an individual, as

3 opposed to a governmental employer, is liable for discrimination under

4 either § 1961 or the Equal Protection Clause.” Disparate Treatment

5 Op., 683 F. Supp. 2d at 270 (emphasis in original). 

6 In grounding qualified immunity on this rationale the District

7 Court erred. The knowledge of a standard governing the conduct of

8 public officials, required to defeat a claim of qualified immunity, is

9 knowledge of primary conduct - action of an official that would

10 violate constitutional limitations. It has nothing to do with

11 secondary conduct of litigation of a claim of constitutional

12 violation. Cf. Republic of Austria v. Altmann, 541 U.S. 677, 722

13 (2004) (Kennedy, J., with whom Rehnquist, C.J. and Thomas, J., join,

14 dissenting) (distinguishing, for purposes of retroactivity, between

15 statutes that “‘regulate the secondary conduct of litigation and not

16 the underlying primary conduct of the parties’”) (quoting Hughes

17 Aircraft Co. v. United States ex rel. Schumer, 520 U.S. 939, 951

18 (1997). If a public official intentionally acts to the detriment of

19 current or prospective public employees on the basis of race, the

20 official is not shielded by qualified immunity simply because the

21 official might have been unaware that at trial a burden-shifting

22 scheme would regulate the conduct of ensuing litigation. “For a

23 constitutional right to be clearly established, its contours must be

24 sufficiently clear that reasonable official would understand that what

-40-
1 he is doing violates that right.” Hope v. Pelzer, 536 U.S 730, 739-41

(2002) (emphases added) (internal quotation marks omitted).21 2

3 Having rejected the District Court’s stated reason for dismissing

4 the federal claims on the ground of qualified immunity, we next

5 consider whether the record supports dismissal of these claims on the

6 ground that the Intervenors have not shown a violation of a federal

7 right. The District Court did not reach that component of qualified

8 immunity, see Siegert v. Gilley, 500 U.S. 226, 232 (1991), accepting

9 instead the opportunity created by Pearson v. Callahan, 555 U.S. 223,

10 236 (2009), to decide first whether the right alleged to have been

11 violated was clearly established. See Disparate Treatment Op., 683 F.

12 Supp. 2d at 270 n. 32. 

13 In considering whether the record would have permitted dismissal on

14 the ground that the officials had not violated a federal right, we

15 encounter two conflicting statements in the District Court’s opinion.

16 On the one hand, the Court referred to “copious evidence” from which

17 a reasonable fact-finder could infer that the officials “harbored” an

18 intent to discriminate against black applicants. See Disparate

19 Treatment Op., 683 F. Supp. 2d at 270. On the other hand, the Court

20 stated that there was “no evidence that directly and unmistakably

21 In any event, Title VII burden-shifting procedures have

previously been applied to suits under both Section 1981, see Hudson

v. International Business Machines Corp., 620 F.2d 351, 354 (2d Cir.

1980), and Section 1983, see Annis v. County of Westchester, 136 F.3d

239, 245 (2d Cir. 1998). 

-41-
1 proves that fact.” Id.

2 We question both observations. As to the second one, there is no

3 requirement that an intent to discriminate must be proved “directly

4 and mistakably.” Like any element in a civil case, the element of

5 discriminatory intent need be proven only by a preponderance of the

6 evidence. See Teamsters, 431 U.S. at 336. And intent, like any state

7 of mind, may be proved by circumstances reasonably supporting an

8 inference of the requisite intent. See, e.g., Blue v. Koren, 72 F.3d

9 1075, 184 (2d Cir. 1995) (requiring “particularized evidence of direct

10 or circumstantial facts” bearing on improper motive in order to resist

11 defendant’s motion for summary judgment). 

12 At the same time, we cannot agree with the District Court that the

13 record revealed “copious evidence” of the officials’ intent to

14 discriminate. As the Supreme Court has recently observed,

15 “[P]urposeful discrimination require more than intent as volition or

16 intent as awareness of consequences. It instead involves a

17 decisionmaker’s undertaking a course of action because of, not merely

18 in spite of [the action’s] adverse effects upon an identifiable

19 group.” Iqbal, 556 U.S. at 676-77 (internal quotation marks and

20 citation omitted; brackets in original); see Personnel Administrator

21 v. Feeney, 442 U.S. 256, 279 (1979) (noting that “discriminatory

22 purpose” implies not just that the decisionmaker possessed “intent as

23 awareness of consequences” but that he “selected or reaffirmed a

24 particular course of action at least in part because of, not merely in

-42-
1 spite of, its adverse effects upon an identifiable group”) (internal

2 quotation marks omitted). The record contains ample evidence of the

3 officials’ awareness of the disparate impact of the Exams, and they do

4 not dispute such awareness. Whether it contains sufficient evidence

5 that they undertook a course of action because of that impact requires

6 further consideration.

7 Most of the evidence cited by the Intervenors to satisfy their

8 burden of resisting the officials’ motion for summary judgment

9 concerns steps the officials did not take, rather than a “course of

10 action” they undertook. For example, the Intervenors point to the

11 failure to have the Exams validated prior to their continued use and

12 their failure to move promptly to develop a new valid exam. Although

13 we do not doubt that the failure of senior officials to act can

14 support an inference of discriminatory intent in some circumstances,

15 particularly where they are in a position to avoid likely

16 unconstitutional consequences, see, e.g., United States ex rel.

17 Larkins v. Oswald, 510 F.2d 583, 589 (2d Cir. 1975) (Corrections

18 Commissioner liable for unwarranted solitary confinement of inmate),

19 we do not believe that the cited omissions of the Mayor or the

20 Commissioner suffice to support a reasonable inference that they

21 declined to act because they wanted to discriminate against black

22 applicants.

23 The principal evidence of a course of action arguably undertaken

24 for the purpose of discrimination is the decision to continue using

-43-
1 the results of the Exams with awareness of their disparate impact. 

2 Although we disagree with the District Court that there was “copious

3 evidence” of the officials’ intent to discriminate, we cannot say that

4 a reasonable fact-finder might not infer, from all the evidence, that,

5 with respect to the Commissioner heading the FDNY, his involvement in

6 the decision to continue using the results of the Exams indicated an

7 intent to discriminate. Were the decision ours to make, we would not

8 draw such an inference, but our task is the more limited one of

9 determining whether such an inference could reasonably be made by the

10 fact-finder. With respect to the Mayor, however, we think the record

11 does not suffice to permit a fact-finder to draw a reasonable

12 inference of intent to discriminate. In light of the myriad duties

13 imposed upon the chief executive officer of a city of eight million

14 people, more evidence would be needed to permit a trier to find that

15 the decision of one municipal department to continue using the results

16 of the Exams supports an inference of discriminatory intent on the

17 part of the Mayor.

18 Official Immunity for state law claims. The common-law doctrine of

19 official immunity shields public employees “from liability for

20 discretionary actions taken during the performance of governmental

21 functions” and “is intended to ensure that public servants are free to

22 exercise their decision-making authority without interference from the

23 courts.” Valdez v. City of New York, 18 N.Y.3d 69, 75-76 (2011)

24 (municipal immunity). Here, as explained by the District Court,

-44-
1 Disparate Treatment Op., 683 F. Supp. 2d at 270-72, the decision of

2 two of the City’s highest-ranking officials to continue hiring

3 firefighters from eligibility lists based on the Exams involved

4 discretionary decisionmaking.

5 We therefore affirm the District Court’s decision to dismiss

6 federal and state law claim against Mayor Bloomberg on the grounds of

7 qualified and official immunity, affirm the decision to dismiss state

8 law claims against Commissioner Scoppetta on the ground of official

9 immunity, but vacate the decision to dismiss federal law claims

10 against Commissioner Scoppetta on the grounds of qualified immunity. 

11 IV. Scope of the Injunction

12 “[T]he scope of a district court’s remedial powers under Title VII

13 is determined by the purposes of the Act.” Teamsters, 431 U.S. at 364. 

14 Congress enacted Title VII to achieve equal employment opportunities

15 and “to eliminate those discretionary practices and devices which have

16 fostered racially stratified job environments to the disadvantage of

17 minority citizens.” McDonnell Douglas, 411 U.S. at 800. “Congress

18 deliberately gave the district courts broad authority under Title VII

19 to fashion the most complete relief possible.” Local 28 Sheet Metal

20 Workers’ International Ass’n v. EEOC, 478 U.S. 421, 465 (1986). Once

21 liability for racial discrimination has been established, a district

22 court has the duty to render a decree that will eliminate the

23 discretionary effects of past discrimination and prevent like

24 discrimination in the future. See Albemarle Paper Co., 422 U.S. at

-45-
1 418; Bridgeport Guardians, Inc. v. City of Bridgeport, 933 F.2d 1140,

2 1149 (2d Cir. 1991). Although a court’s power to fashion appropriate

3 relief is not unlimited, see Bridgeport Guardians, 933 F.2d at 1149,

4 we have held that, when it appear “that the employer has discriminated

5 prior to the use of the challenged selection procedure, then it may

6 also be appropriate to fashion some form of affirmative relief, on an

7 interim and long-term basis, to remedy past violations,” NYC

8 Guardians, 630 F.2d at 108. 

9 The District Court expressed the view that its conclusion

10 concerning the need for “close and continuing supervision” is “as

11 applicable to City’s violation of the disparate impact provisions of

12 Title VII as it is to the City’s intentional discrimination against

13 black firefighter candidates.” City of New York, 2011 WL 4639832, at

14 *11 (E.D.N.Y. Oct. 5, 2011). The Intervenors endorse this view and,

15 somewhat extending it, suggest that we should uphold all provisions of

16 the injunction solely on the basis of the unchallenged disparate

17 impact ruling. The City contends that the District court exceeded its

18 discretion by entering an injunction that goes beyond the scope of the

19 Title VII disparate impact violation. In the City’s view, the only

20 provisions of the injunction that may be sustained as relief for its

21 disparate impact liability are those that require a lawful method of

22 testing and a limitation on interim hiring until a valid exam is

-46-
prepared.22 1 Any more intrusive remedies, the City argues, are not

2 warranted in the absence of a valid finding of a pattern or practice

3 of intentional discrimination, and perhaps not even then. 

4 We disagree with the positions of both sides. We think that in

5 some respects the injunction contains provisions that go beyond what

6 would be appropriate to remedy only the disparate impact liability,

7 and, because we have vacated the ruling granting summary judgment for

8 the Intervenors on the disparate treatment claim, we will uphold only

9 those provisions of the injunction that are appropriate as relief for

10 the City’s liability on the Government’s disparate impact claim. On

11 the other hand, whatever the dimensions of an appropriate remedy for

12 a straightforward case involving only the disparate impact of a hiring

13 exam, considerably more relief is warranted in this case in light of

14 the distressing pattern of limited FDNY minority hiring. Even after

15 the 1973 determination that a hiring exam was invalid because of a

16 racially disparate impact, see Vulcan Society of New York City Fire

17 Dep’t, 360 F. Supp. at 1269, the City’s percentage of black entry18 level firefighters has remained at or below 4 percent for several

19 decades, and the current percentage of 3.4 percent compares woefully

20 to the 16.6 percent achieved by the city’s Police Department and the

21 61.4 percent achieved by the City’s Corrections Department. Although

22 We note that the District Court recently approved the City’s

use of the results of a new exam for entry-level firefighters. See

United States v. City of New York, No. 07-CV-2067, 2012 WL 4503253

(Sept. 28, 2012).

-47-
1 some provisions of the injunction cannot be justified in the absence

2 of a finding of discriminatory intent, many provisions are well within

3 the District Court’s discretion as a remedy for discriminatory impact

4 liability in view of the history of minority hiring by the FDNY and

5 the City’s recalcitrance in undertaking remedial steps. 

6 The “General Terms” of the Injunction enjoin the use of the

7 challenged exams and prospectively prohibit discrimination against

8 black or Hispanic applicants for the position of entry-level

9 firefighter. See Injunction Op., 2011 WL 6131136, at *4. The

10 “Specific Remedial Measures” section of the Injunction focuses on five

11 substantive areas: Firefighter Test Development and Administration,

12 Firefighter Candidate Recruitment, Attrition Mitigation Plan and

13 Reassessment of Entry-Level Firefighter Selection, Post-Examination

14 Firefighter Candidate Screening, and EEO Compliance Reform. Id. at *4-

15 *13. 

16 We describe the specific provisions of the injunction in

abbreviated form.23 Paragraph 1424 17 bars the use of Exams 7029, 2043,

and 6019,25 18 and paragraph 15 bars the use of any exam with a disparate

19 impact against blacks or Hispanics that is not job-related.

23 The wording of these summary statements is not to be understood

as varying the specific terms of the injunction.

24 Paragraphs 1-13 define terms used in the injunction.

25 The injunction’s prohibition of the use of Exam 6019 replaces

the interim permission previously given to use that exam.

-48-
1 Paragraph 16 requires approval of the Monitor before taking any

2 step in the hiring process.

3 Paragraph 17 bars retaliation for complaining against

4 discrimination. Paragraph 18 bars discrimination against black or

5 Hispanic firefighter candidates. The first sentence of paragraph 19

6 requires the elimination of all vestiges of intentional

7 discrimination; the second sentence requires the elimination of all

8 policies and practices that have a discriminatory impact on black and

9 Hispanic firefighter candidates.

10 Paragraph 20 requires compliance with the instuction of the

11 Monitor.

12 Paragraph 21 specifies, with certain exceptions, that all required

13 submissions be signed by the fire Commissioner and the Corporation

14 Counsel and be reviewed and approved by the Mayor. 

15 Paragraphs 22-24 require prior notice to the Monitor and the

16 parties concerning new hiring and details of the preparation of new

17 eligibility lists.

18 Paragraphs 25-30 require recruitment efforts, including the hiring

19 of a recruitment consultant, the preparation of a recruitment report,

20 and either compliance with the consultant’s recommendations or an

21 explanation for not following them. 

22 Paragraphs 31-36 require steps to mitigate attrition during the

23 selection process. 

24 Paragraphs 37-46 require various steps to be taken after exams are

-49-
1 administered. Paragraphs 37 and 38 require a detailed written record

2 of any oral conversations that concern a candidate. Paragraph 39

3 requires designation of a senior official to enforce the writing

4 requirement. Paragraphs 40 and 41 require written procedures for

5 conducting background investigations of candidates. 

6 Paragraphs 47-51 require various steps, including appointment of an

7 EEO consultant, to assure compliance with equal employment opportunity

8 requirements. 

9 Paragraphs 52 and 53 require development of and compliance with a

10 document retention policy. Paragraphs 54 and 55 require discovery

11 through document production and deposition availability to assure

12 compliance with the injunction. 

13 Paragraph 56 authorizes sanctions for noncompliance. 

14 Paragraphs 57-77 appoint Mark S. Cohen as Monitor, specify his

15 duties, and authorize necessary staff. 

16 Paragraphs 78-80 provide for the retention of jurisdiction until at

17 least January 1, 2022. Paragraphs 81 and 82 require the City to pay

18 costs, attorney’s fees, and all expenses. 

19 After reviewing these provisions in light of the unchallenged

20 disparate impact finding, the absence (as yet) of a proper disparate

21 treatment finding, the FDNY’s record of minimal minority hiring, and

22 the District Court’s broad, but not limitless, discretion in

23 fashioning appropriate relief, we conclude that the principal

24 components of the injunction are appropriate, but that several

-50-
1 modifications must be made. 

2 In addition to proscribing use of the invalid exams and preparation

3 of valid exams, the District Court was entirely warranted in ordering

4 significant affirmative relief (although declining to order any hiring

5 quota), including appointing a Monitor to oversee the FDNY’s long6 awaited progress toward ending discrimination, ordering development of

7 policies to assure compliance with anti-discrimination requirements,

8 requiring efforts to recruit minority applicants, ordering steps to

9 lessen minority attrition, ordering a document retention policy, and

10 requiring comprehensive review of the entire process of selecting

11 entry-level firefighters. However, we believe several provisions must

12 be modified or deleted, primarily because of our vacating the grant of

13 summary judgment on the disparate treatment claim.

14 Paragraph 19 must be modified to delete the first sentence, which

15 is based on a finding of intentional discrimination that we have

16 vacated subject to further proceedings. The second sentence generally

17 barring policies and practices with a disparate impact must also be

18 modified to bar only those policies and practices not job-related or

19 required by business necessity.

20 Paragraph 21 must be modified to eliminate approval of submissions

21 by the Corporation Counsel, who is not a party to this litigation, and

22 the Mayor, whose dismissal we have affirmed. Although we can

23 understand the District Court’s concern in litigation against the City

24 to have the City’s chief executive officer and chief legal officer

-51-
1 assume direct responsibility for all submissions, these requirements

2 are an excessive intrusion into the duties of officials charged with

3 citywide responsibilities, in the absence of either their liability or

4 an indication that imposing requirements on the head of the relevant

5 department will be inadequate.

6 Paragraphs 26-29 must be modified to eliminate the requirement of

7 an outside recruitment consultant and, instead, to assign the

8 consultant’s tasks to appropriate City employees. Although the record

9 warrants performance of these tasks, it does not require burdening the

10 City with the extra expenses of an outside consultant. In the event

11 that the Monitor determines that designated City employees are not

12 adequately performing their functions, he may apply to the Court for

13 designation of an outside consultant. Paragraph 29 must be further

14 modified, for the same reason applicable to paragraph 21, to eliminate

15 the requirement of the Mayor’s approval. 

16 Paragraphs 34-36 must be modified, for the same reason applicable

17 to paragraph 21, to eliminate the Mayor’s obligations and substitute

18 those of the Fire Commissioner. 

19 Paragraphs 37-39 must be eliminated. The requirement of

20 contemporaneous written records of all communications concerning

21 hiring is far too intrusive, at least in the absence of a finding of

22 intentional discrimination.

23 Paragraphs 40 and 41 must be modified to eliminate, as too

24 intrusive, the detailed requirements for CID and PRB policies and

-52-
1 procedures; the requirement of developing written procedures that are

2 subject to the Monitor’s approval remains.

3 Paragraph 42 must be eliminated, for the same reason applicable to

4 paragraphs 26-29.

5 Paragraph 43 must be eliminated as imposing too great a burden on

6 the Monitor, although the Monitor will remain eligible to attend any

7 PRB meeting.

8 Paragraph 45 must be modified, for the same reason applicable to

9 paragraph 21, to eliminate the requirement of the Mayor’s signature

10 and certification.

11 Paragraphs 47-51 must be modified, for the same reason applicable

12 to Paragraphs 26-29, to eliminate the requirement of an outside EEO

13 consultant and to assign the consultant’s tasks to the FDNY’s EEO

14 Office. In the event that the Monitor determines that designated City

15 employees are not adequately performing their functions, he may apply

16 to the Court for designation of an outside consultant. Paragraph 50

17 must be further modified, for the same reason applicable to Paragraph

18 21, to eliminate the requirement of the Mayor’s signature and

19 certification.

20 Paragraph 54 must be modified to change “any additional document”

21 to “any non-privileged documents.” 

22 Paragraphs 66 and 68 must be modified to change “short notice” to

23 “reasonable notice,” and paragraph 67 must be modified to change “one

24 week” to 30 days.”

-53-
1 Paragraph 71 must be modified to add “The City may apply to the

2 Court, upon reasonable notice to the parties, to end the employment of

3 some or all of the Monitor’s staff and consultants upon a

4 demonstration that the City has satisfied its burden of proof as

5 specified in modified Paragraph 78.” 

6 Paragraph 78 must be modified to change “and nor” to “nor” in

7 subparagraph (a), and to eliminate subparagraphs (e) and (f)

8 concerning intentional discrimination.

9 Paragraph 79 must be modified in subparagraph (a) to change “2022"

10 to “2017,”, and subparagraph (b) must be modified to change “second of

11 the City’s next two civil service hiring lists” to “City’s next civil

12 service hiring list.” An extended retention of jurisdiction is not

warranted in the absence of a finding of intentional discrimination.26 13

14 Paragraph 80 must be eliminated. The City is entitled to undertake

15 to satisfy its burden of proof to be relieved of the injunction’s

16 prospective requirements whenever it believes it can do so.

17 Paragraph 83 must be modified to change “and disparate treatment

18 claims that were” in line 3 to “claim that was,”; to change “and

19 Disparate Treatment Opinions” in lines 4-5 to “Opinion”; and, to

26 We note that the District Court previously stated, “If after

the bench trial the court concludes that the City has shown that,

among other things, it has ended its discriminatory hiring practices

and taken sufficient affirmative measures to end the policies and

practices that have perpetuated the harmful effects of those

discriminatory hiring practices and procedures, the court will

relinquish jurisdiction.” City of New York, 2011 WL 4639832, at *15.

-54-
1 change “those claims” in line 8 to “that claim.”

2 Although we have made several modifications, primarily in view of

3 the fact that a proper finding of intentional discrimination has not

4 been made, we leave in place the many provisions that the District

5 Court has wisely required in order not only to remedy the disparate

6 impact of the challenged exams and but also to put the FDNY on a

7 course toward future compliance with Title VII. 

As modified, the injunction is affirmed.27 8

9 V. The City’s Claim for Reassignment to a Different Judge

10 The City contends that, in the event of a remand, the case should

11 be reassigned to a different district judge because of what it alleges

12 is bias on the part of Judge Garaufis. That is an extreme remedy,

13 rarely imposed, see United States v. Jacobs, 955 F.2d 7, 10 (2d Cir.

14 1992) (reassignment is an “extraordinary remedy” reserved for the

15 “extraordinary case”) (internal quotation marks omitted), but

16 occasionally warranted, even in the absence of bias, to avoid an

17 appearance of partiality, see Hispanics for Fair & Equitable

18 Reapportionment v. Griffin, 958 F.2d 24, 26 (2d Cir. 1992) (“firmness”

19 of judge’s views warranted reassignment on remand to assure

20 “appearance of justice”); United States v. Robin, 553 F.2d 8, 10 (2d

21 Cir. 1977) (in banc) (“Absent proof of personal bias . . .

22 reassignment is advisable to preserve the appearance of justice

23 . . . .”). 

27 We assume the District Court will enter a new injunction

reflecting the modifications we have required. 

-55-
1 Although the District Judge expressed several criticisms of the

2 FDNY, we see no basis to require reassignment of the entire case to a

3 different judge. However, one aspect of the Judge’s handling of the

4 case thus far warrants a limited form of reassignment. In granting

5 summary judgment ro the Intervenors on their pattern-or-practice

6 discriminatory treatment claim, Judge Garaufis stated that the City’s

7 rebuttal evidence in opposition to that claim was “either incredible

8 or inapposite.” Disparate Treatment Op., 683 F. Supp. 2d at 266. 

9 This assessment is cause for concern for two reasons. First, in

10 considering the sufficiency of the City’s rebuttal evidence, the

11 District Court’s task was only to determine whether the City’s

12 rebuttal evidence satisfied the City’s burden of production. But the

13 Court went beyond that task and granted summary judgment to the

14 Intervenors. Although summary judgment at the preliminary stage might

15 be proper in a rare case, the Intervenors have not cited any case, and

16 we have found none, in which an employer’s rebuttal evidence in a

17 discriminatory treatment case resulted in a summary judgment for the

18 plaintiff. Second, and more important, it was improper for the

19 District Court to make any assessment of credibility in considering

20 the sufficiency of the City’s rebuttal to the Intervenors’ prima facie

21 case. See Hicks, 509 U.S. at 509 (determining whether a defendant has

22 satisfied its burden of production “can involve no credibility

23 assessment”). The Court not only assessed credibility but did so after

24 considering only affidavits. 

-56-
1 We have no doubt that Judge Garaufis is an entirely fair-minded

2 jurist who could impartially adjudicate the remaining issues in this

3 case, but we think a reasonable observer would have substantial doubts

4 whether the judge, having branded the City’s evidence “incredible,”

5 could thereafter be impartial in assessing the truth of conflicting

6 evidence at a bench trial, the parties having waived a jury trial. Of

7 course, if any judge were to find a witness’s testimony incredible

8 when appropriately acting as a bench trial finder of fact, that would

9 not prevent that judge from determining the facts at future bench

10 trials at which that same witness will testify, even though a similar

11 assessment of the witness’s credibility would be likely. Defendants

12 relying on the same witness in a succession of separate bench trials

13 are not entitled to a succession of different trial judges just

14 because their witness was disbelieved at the first trial. But where,

15 as here, a judge makes an unwarranted venture into fact-finding at a

16 preliminary stage and brands a party’s evidence as “incredible”

17 without hearing any witnesses, an objective observer would have a

18 reasonable basis to question the judge’s impartiality in assessing

that evidence at trial.28 19 See Pescatore v. Pan American World Airways,

20 Inc., 97 F.3d 1, 21 (2d Cir. 1996) (“To reassign a case on remand, we

21 need not find actual bias or prejudice, but only that the facts might

28 We note that this is the unusual case where the risk of an

appearance of partiality is identified on an interlocutory appeal at

a preliminary stage of the litigation and can be avoided prospectively

without undoing a proceeding already concluded. 

-57-
1 reasonably cause an objective observer to question [the judge’s]

2 impartiality.”) (internal quotation marks omitted). 

3 This conclusion, however, does not warrant the City’s requested

4 relief of reassigning the entire case to a different judge. The

5 appearance of impartiality would be limited to Judge Garaufis’s

6 conduct of a bench trial on the liability phase of the Intervenors’

7 remanded disparate treatment claim, and it is only that phase of the

8 future proceedings that needs to be conducted by a different judge.

9 This reassignment of a portion of the case to a different judge

10 will potentially create an issue as to implementation of injunctive

11 relief. The District Court will need to (1) supervise implementation

12 of the portions of the injunction we have affirmed with respect to the

13 Government’s disparate impact claim and, if the Intervenors pursue and

14 prevail on their disparate treatment claim, (2) fashion any additional

15 relief that might be warranted and supervise the implementation of any

16 such relief. We leave to the District Court the task of determining

17 the appropriate supervision role or roles of Judge Garaufis and/or

18 whichever judge is assigned to preside at the trial of the liability

19 phase of the disparate treatment claim. In the unlikely event that

20 these two judges cannot agree on their appropriate roles, any party

21 may apply to this Court for further relief. Pending a ruling in favor

22 of the Intervenors on their disparate treatment claim, if pursued,

23 Judge Garaufis may continue supervising implementation of the portions

24 of the injunction we have affirmed.

-58-
1 The federal rules permit separate trials of separate issues, see

2 Fed. R. Civ. P. 42(b), and we see no obstacle to having a second judge

3 try a separate issue where a bench trial of that issue by the first

judge risks an appearance of partiality.29 4

5 Conclusion

6 The grant of summary judgment to the Intervenors on their disparate

7 treatment claim is vacated; the dismissal of the federal and state law

8 claims against Mayor Bloomberg is affirmed, as is the dismissal of the

9 state law claims against Commissioner Scoppetta; the dismissal of the

10 federal law claims against Commissioner Scoppetta is vacated; the

11 injunction is modified and, as modified, is affirmed; and the case is

12 remanded with directions that the bench trial on the liability phase

13 of the Intervenors’ disparate treatment claim against the City will be

14 reassigned to a different district judge.

15 Affirmed in part, vacated in part, and remanded.

29 Dividing aspects of a single case between two judge of the same

court is doubtless unusual, but our Court has taken the even more

unusual course of sending bifurcated issues in a single case to two

different courts. When the Temporary Emergency Court of Appeals

(“TECA”) existed for handling appeals concerning issues arising under

the Economic Stabilization Act (“ESA”), our Court divided appeals

containing such issues and sent the ESA issues to the TECA court and

kept the remaining issues (often antitrust issues) in our Court. See

Coastal States Marketing, Inc. v. New England Petroleum Corp., 604

F.2d 179, 186-87 (2d Cir. 1979). 

-59-
POOLER, Circuit Judge, dissenting:

I concur in the majority opinion in its statements of the controlling law and conclusions

in Parts I, III, IV, and V. I respectfully dissent however, as to Part II, because I believe that the

majority incorrectly applies the standard for cases involving an individual Title VII violation to

this pattern-or-practice case. By requiring the City merely “to articulate some legitimate,

nondiscriminatory reason” for the adverse action as set out in McDonnell Douglas Corp. v.

Green, 411 U.S. 792, 802 (1973), rather than demand it “demonstrat[e] that the [plaintiff’s] proof

is either inaccurate or insignificant” as required by International Brotherhood of Teamsters v.

United States (Teamsters), 431 U.S. 324, 360 (1977), the majority conflates the two distinct tests

set out in our disparate treatment jurisprudence.1

I. Two Different Burden-Shifting Frameworks: McDonnell Douglas and Teamsters

The Supreme Court has “devised a series of shifting evidentiary burdens” for the

different types of disparate treatment claims under Title VII “that are intended progressively to

sharpen the inquiry into the elusive factual question of intentional discrimination.” Watson v.

Fort Worth Bank & Trust, 487 U.S. 977, 986 (1988) (internal citation and quotation marks

omitted). In McDonnell Douglas, 411 U.S. at 802, the Court set out the burdens for individual

claims, and in Teamsters, 431 U.S. at 336, it established the analysis for pattern-or-practice

claims. See Robinson v. Metro-North Commuter R.R. Co., 267 F.3d 147, 157 n.3 (2d Cir. 2001). 

“The McDonnell Douglas and Teamsters frameworks differ in important respects.” Reynolds v.

Barrett, 685 F.3d 193, 204 (2d Cir. 2012). Although their structures are essentially the same,

1

 Concluding the district court correctly applied Teamsters in its grant of summary

judgment, I believe reassignment to a different district judge is unnecessary, however, I

nonetheless concur with the majority opinion’s conclusion in Part V.

1
“the content of the specific stages” of these frameworks are “different.” Coates v. Johnson &

Johnson, 756 F.2d 524, 532 (7th Cir. 1985). These differences exist to address the distinct

purposes of the separate types of claims. 

Individual suits aim to uncover discrimination where a plaintiff “has been subjected to

‘disparate treatment’ because of his race.” Furnco Constr. Corp v. Waters, 438 U.S. 567, 582

(1979) (Marshall, J., concurring in part, dissenting in part). Under the McDonnell Douglas

framework the individual plaintiff is required to show that “(1) he is a member of a protected

class; (2) he was qualified for the position he held; (3) he suffered an adverse employment

action; and (4) the adverse action took place under circumstances giving rise to [an] inference of

discrimination.” Ruiz v. Cnty. of Rockland, 609 F.3d 486, 492 (2d Cir. 2010); see also

McDonnell Douglas, 411 U.S. at 802. If the plaintiff establishes its prima facie case, the burden

then shifts to the employer who need only “articulate some legitimate, nondiscriminatory reason

for the employee’s rejection.” McDonnell Douglas, 411 U.S. at 802. If the employer is able to

satisfy that burden, the inquiry then returns to the plaintiff, to demonstrate that the proffered

reason is a pretext for discrimination. Id. at 804. 

In contrast, the Supreme Court announced in Teamsters that “pattern-or-practice” claims

brought under Section 707 of Title VII2

 aim to thwart widespread procedures that fall harshly on

one racial group rather than mere isolated instances. Teamsters, 431 U.S. at 336 n.16. Unlike

McDonnell Douglas, the plaintiff must make a prima facie showing of pattern-or-practice under

2

 Pattern-or-practice claims originate from section 707(a) of the Civil Rights Act of 1964,

42 U.S.C. § 2000e-6(a), which states where “persons [are] engaged in a pattern or practice of

resistance to the full enjoyment of any of the rights secured by this subchapter, and that the

pattern or practice is of such a nature and is intended to deny the full exercise of the rights” the

Attorney General may bring a civil action. 

2
Teamsters “that unlawful discrimination has been a regular procedure or policy followed by an

employer or group of employers.” Teamsters, 431 U.S. at 360. If the plaintiff meets its initial

burden, the employer must then “defeat” that showing by “demonstrating that the Government’s

proof is either inaccurate or insignificant.” Id. (emphasis added). If the employer fails to satisfy

its burden of production, the suit then concludes the liability phase and enters the remedial

phase. Id. at 361. If the defendant satisfies the burden of production, the district court “must

then determine, by a preponderance of the evidence, whether the employer engaged in a pattern

or practice” in order for it to “fashion class-wide injunctive relief.” Reynolds, 685 F.3d at 203

(internal quotation marks and citations omitted). 

Teamsters’ detailed scheme differs from that of McDonnell Douglas in two important

respects with regards to this case. First, unlike a plaintiff bringing an individual claim under

McDonnell Douglas, a plaintiff establishing a prima facie case of pattern-or-practice is often

required to use statistics. Id. at 339 (stating statistics have and will continue to serve an

important role in pattern-or-practice cases); see also Robinson, 267 F.3d at 157 n.3. Second, in a

pattern-or-practice case governed by Teamsters, the defendant must also satisfy a more difficult

burden by responding to the plaintiffs’ prima facie case. Thus, where a plaintiff used statistical

evidence to prevail, a Teamsters defendant may not merely “articulate some legitimate,

nondiscriminatory reason” for the alleged discrimination, as required under McDonnell Douglas,

411 U.S. at 802, instead the employer must “meet” the Government’s proof, Teamsters, 431 U.S.

at 360 n.46, by demonstrating the plaintiff’s statistics were inaccurate or insignificant. Id. at

3
360.3

 Thus, the burdens of proof for both plaintiff and defendant are heavier under Teamsters.

4

To understand the reasoning underlying Teamsters’ more demanding standards for

plaintiffs and defendants, in comparison to that under McDonnell Douglas, we need only observe

the separate types of discrimination they aim to end. In an individual claim, the targeted

behavior involves instances of discrimination against a particular plaintiff. Reynolds, 685 F.3d at

203-04. Thus, statistical evidence is not necessary or, in fact, helpful in establishing these

particular occurrences. Id.; see also Hudson v. Int’l Bus. Mach. Corp., 620 F.2d 351, 355 (2d

Cir. 1980). In general, the plaintiff’s prima facie burden under McDonnell Douglas has been

characterized as “not onerous.” Tex. Dep’t of Cmty. Affairs v. Burdine, 450 U.S. 248, 253

3

 The majority claims this sentence incorrectly substitutes the word “statistics” for

“proof.” Maj. Op. at 25-26 n.13. However, I agree that Teamsters requires the defendant meet

the Government’s “proof” and have stated this point above. Rather than incorrectly replace

“proof” with the word “statistics” this sentence only reveals the further logical deduction that the

defendant must meet the plaintiff’s statistical proof. It explains this point in the context of the

paragraph’s syllogism. The syllogism proceeds from Teamsters as follows: 1) Under Teamsters

a defendant has the “rebuttal burden of showing that the plaintiff’s prima facie proof lacked

significance,” a point with which the majority agrees, Maj. Op. at 25-26 n.13; 2) In pattern-orpractice cases the plaintiff’s proof is often composed of statistics, as was the case here. Ergo, 3)

in such cases the defendant’s obligation is to meet that proof, by defeating the meaning of those

statistics. Thus the use of “statistics” rather than “proof” in this context is a far cry from a

conflation and instead is the result of a logical conclusion. 

4

 In addition to these two main differences, to remedy the particular harm at which they

are aimed, pattern-or-practice claims authorize a specific form of injunctive relief against an

employer “to the full enjoyment of any of the rights secured by the statute.” Chin v. Port Auth.

of N.Y. & N.J., 685 F.3d 135, 146-48 (2d Cir. 2012) (citing 42 U.S.C. § 2000e-6) (internal

quotation marks omitted). If the district court can fashion class-wide prospective relief,

including “an injunctive order against continuation of the discriminatory practice, an order that

the employer keep records of its future employment decisions and file periodic reports with the

court, or any other order necessary to ensure the full enjoyment of the rights protected by Title

VII.” Teamsters, 431 U.S. at 361 (internal quotation marks omitted). Thus, pattern-or-practice

plaintiffs seek different relief, unlike plaintiffs seeking individualized relief who assert “back

pay, front pay, or compensatory recovery.” Reynolds, 685 F.3d at 203 (internal citation and

quotation marks omitted). 

4
(1981). Similarly, a McDonnell Douglas defendant’s burden is less demanding—being able to

merely present a legitimate neutral reason—where there are no statistics to controvert. For

example, it is sufficient if the defendant’s evidence simply sets forth “the reasons for the

plaintiff’s rejection.” Id. at 255.

In contrast, the “essence” of pattern-or-practice claims is different because they aim to

end discrimination of a different kind. These claims address cases where “the employer treated

all members of the class in the same way,” so “the manner of proving [and defeating] the claim

usually relies heavily on statistical evidence, bolstered as necessary with anecdotal evidence.” 1

Arthur Larson et al., Employment Discrimination § 8.02, at 8-15 (2d ed. 2012) (hereinafter

“Larson”). As the Supreme Court underscored in Teamsters, statistical evidence is often

necessary in proving pattern-or-practice cases because plaintiffs must prove more than mere

“sporadic acts of discrimination; rather, they must establish that intentional discrimination was

the defendant’s ‘standard operating procedure.’” Robinson, 267 F.3d at 158 (quoting Teamsters,

431 U.S. at 336). Once the plaintiff has used statistical evidence to make out its prima facie

case, the employer must then “defeat the prima facie showing” by addressing those statistics. 

Teamsters, 431 U.S. at 360. Although there are no “limits on the type of evidence an employer

may use,” because the employer must “meet” the plaintiff’s case and demonstrate that it is

inaccurate or insignificant, id. at 360 n.46, if statistics were used, those statistics must

necessarily be addressed. 

The Teamsters burden on the employer is carefully calibrated to identify widespread

discriminatory acts; thus, an employer’s noncompliance with this test is an attempt to evade its

purposes. The burden shifting framework “‘is a procedural device, designed . . . to establish an

5
order and proof of production,’ and, like other procedural rules, [it] subjects noncompliant

parties to default regardless of the objective merit of their claims or defenses.” Dist. Ct. Op. at

36 (quoting St. Mary’s Honor Ctr. v. Hicks, 509 U.S. 502, 522 (1993) (emphasis in original)). 

Similarly, as it fails to address the pattern-or-practice concerns, using the “ill-suited” McDonnell

Douglas pattern of proof is likewise inappropriate. Robinson, 267 F.3d at 157 n.3 (quoting 1

Arthur Larson et al., Employment Discrimination § 8.01[4], at 8-13 (2d ed. 2001)). As one Court

put it: “In a complex class action, utilizing statistical proof and counterproof, the value of the

[McDonnell Douglas] sequence—to highlight the issues in contrast—is about as relevant as a

minuet is to a thermonuclear battle.” Vuyanich v. Republic Nat’l Bank, 521 F. Supp. 656, 661

(N.D. Tex. 1981), vacated on other grounds, 723 F.2d 1195 (5th Cir. 1984). Thus, an employer

who attempts to displace the Teamsters requirement with McDonnell Douglas proof must fail. 

Courts have continuously acknowledged these differences between Teamsters and

McDonnell Douglas. For example, the year following its opinion in Teamsters, the Supreme

Court reiterated the distinction between McDonnell Douglas and Teamsters in Title VII cases. 

Waters, 438 U.S. at 575. In Waters, a suit brought by three individuals the Court found that it

was necessary to apply the “approach . . . contained in McDonnell Douglas” because it “was not

a ‘pattern or practice’ case like Teamsters v. United States . . . .” Id. at 575 & n.7; see also

Cooper v. Fed. Reserve Bank of Richmond, 467 U.S. 867, 876 (1984) (distinguishing Teamsters

and McDonnell Douglas in a case contemplating additional proceedings to determine the scope

of individual relief). 

6
This Circuit has authoritatively held that Teamsters establishes the approach for patternor-practice cases, distinct from that of McDonnell Douglas.

5

 In Robinson, this Circuit

enunciated that “Title VII disparate treatment claims are of two types,” either individual claims

to be analyzed under McDonnell Douglas or pattern-or-practice claims brought under Teamsters.

Reynolds, 685 F.3d at 202 (citing Robinson, 267 F.3d at 157 n.3). We have since reiterated

Robinson’s holding that Teamsters established the distinct test for pattern-or-practice claims in

subsequent cases. See Reynolds, 685 F.3d at 202; Chin v. Port Auth. of N.Y. & N.J., 685 F.3d

135, 146-50 (2d Cir. 2012). Lower courts in this Circuit have also diligently adopted our

approach, see, e.g., Lomotey v. Conn., Dep’t of Transp., 2012 WL 642763, at *12 (D. Conn. Feb.

28, 2012) (stating that Teamsters is distinguishable from McDonnell Douglas framework);

EEOC v. Bloomberg L.P., 778 F. Supp. 2d 458, 468 (S.D.N.Y. 2011) (same); United States v.

N.Y.C. Transit Auth., 2010 WL 3855191, at *23 (E.D.N.Y. Sept. 28, 2010) (applying Teamsters

to this pattern-or-practice case and stating that “the McDonnell Douglas framework does not

apply in Section 707 cases”); United States v. City of New York, 631 F. Supp. 2d 419, 427

(S.D.N.Y. 2009) (collecting cases for the proposition that individuals cannot bring pattern-orpractice cases), and at least one other Circuit has recognized Robinson’s change to our law, see,

e.g., Hohider v. United Parcel Serv., Inc., 574 F.3d 169, 179 n.11 (3rd Cir. 2009) (noting that

more recently “courts of appeals have used the Teamsters two-stage framework to analyze

5

 Although our earlier cases immediately following Teamsters applied both the

McDonnell Douglas and Teamsters tests to pattern-or-practice cases without distinguishing

them, Ottaviani v. State Univ. of N.Y. at New Paltz, 875 F.2d 365, 370 (2d Cir. 1989); Woodbury

v. N.Y.C. Transit Auth., 832 F.2d 764, 768-69 (2d Cir. 1987); Ste. Marie v. E. R.R. Ass’n., 650

F.2d 395, 397 (2d Cir. 1981), this Court subsequently allayed any concerns over confusion

between the two by definitively holding that the Teamsters framework sets distinct standards for

pattern-or-practice claims. Robinson, 267 F.3d at 159-60.

7
pattern-or-practice claims brought as private-plaintiff class actions under Title VII” and citing to

Robinson, 267 F.3d at 158-60). 

In addition to recognizing these general differences, this Court went even further in

Reynolds v. Barrett and underscored that Robinson also adopted one of the most predominant

differences between the tests: unlike the McDonnell Douglas burden-shifting framework, the

employer under Teamsters must “show that the statistical evidence proffered by the plaintiffs is

insignificant or inaccurate.” Reynolds, 685 F.3d at 203. “Typically, this is accomplished by

challenging the source, accuracy, or probative force of the plaintiffs’ statistics.” Id. (internal

quotation marks and citation omitted). Thus, the “prudent defendant will follow all three routes

if possible, presenting its own version of the numbers game, attempting to undermine the

plaintiffs’ version with specific attacks on the validity of the plaintiffs’ statistics, and garnering

non-statistical evidentiary support as well.” Robinson, 267 F.3d at 159 (internal citation and

alterations omitted). 

Robinson thus emphasized the two differing aspects of the employer’s burden under

Teamsters that are at issue today. First, the requirement that the employer show “insignificance

or inaccuracy” is a much more difficult bar than merely proffering some non-pretextual reason

for discrimination as required by McDonnell Douglas. Second, also unlike McDonnell Douglas,

this more difficult task under Teamsters must often be achieved by responding to the plaintiff’s

statistical proof. In essence, there is a statistical bind inherent in pattern-or-practice cases. 

Because the plaintiff’s proof will often be composed of statistics, and the employer must

“demonstrat[e] that the [prima facie] proof is either inaccurate or insignificant,” Teamsters, 431

8
U.S. at 360, the employer is often required to defeat the plaintiff’s statistical evidence.6

Consistent with our interpretation in Robinson and Reynolds, our sister Circuits have

similarly upheld Teamsters’ distinct analysis. Indeed, every Circuit, save the First and Federal

Circuits, has decided cases specifically quoting that the employer’s burden under Teamsters is to

demonstrate that the plaintiff’s offered proof is “inaccurate or insignificant.” See Hohider, 574

F.3d at 177-78; Morgan v. United Parcel Serv. of Am., Inc., 380 F.3d 459, 463-64 (8th Cir.

2004); Beck v. Boeing Co., 60 F. App’x 38, 39 (9th Cir. 2003); Thiessen v. Gen. Elec. Capital

Corp., 267 F.3d 1095, 1106 (10th Cir. 2001); EEOC v. Joe’s Stone Crab, Inc., 220 F.3d 1263,

1287 n.22 (11th Cir. 2000); Anderson v. Douglas & Lomason Co., 26 F.3d 1277, 1285 (5th Cir.

1994); EEOC v. Sears, Roebuck & Co., 839 F.2d 302, 308 (7th Cir. 1988); Ardrey v. United

Parcel Serv., 798 F.2d 679, 683 (4th Cir. 1986); Segar v. Smith, 738 F.2d 1249, 1300-01 (D.C.

Cir. 1984); Alexander v. Aero Lodge No. 735, Int’l Ass’n of Machinists and Aerospace Workers,

565 F.2d 1364, 1382 n.11 (6th Cir. 1977), superceded by statute on other grounds. 

II. The District Court Correctly Applied Teamsters

Thus, adhering to this unanimous recognition of Teamsters by this Circuit and others, the

district court in this case faithfully applied the distinct pattern-or-practice test and found the City

did not meet its more difficult burden. To begin its discussion, the district court announced that

6

 This Court’s prescriptions in Reynolds and Robinson acknowledge the statistical bind

that most employers will face. In these cases, the Court stated that challenging the statistical

proof would be “[t]ypical[]” or the “basic” form of rebuttal. Reynolds, 685 F.3d at 203;

Robinson, 267 F.3d at 159 (internal citation omitted). Thus, Reynolds and Robinson recognize

that Teamsters allows for non-statistical evidence, but these cases also recognize that the 

employer’s proof will rarely, if ever, be exclusively non-statistical. They notice that in most

pattern-or-practice cases the plaintiff’s proof will need to consist of statistics to show widespread

discrimination, Teamsters, 431 U.S. at 339-40 n.20, and therefore the employer will have to

answer that evidence with more than just non-statistical proof.

9
the Intervenors clearly met their burden by presenting “sufficient undisputed statistical evidence

to support a prima facie case that the City had a pattern or practice of discriminating against

black applicants.” Dist. Ct. Op 28-29.7

 Not only did the statistics bear out that the City’s use of

its two Exams on a pass/fail basis and the rank order processing yielded “statistically significant

adverse effects on black candidates,” id. at 29, but the Intervenors also “supplemented their

statistical showing with extensive historical, anecdotal, and testimonial evidence that the

intentional discrimination was the City’s standard operating procedure” for several decades, id.

at 31 (internal quotation marks omitted).

Finding the prima facie burden had been met, the district court then moved on to the

Teamsters requirement enunciated in Robinson that “the City bears the burden of ‘demonstrating

that the [Intervenors’] proof is either inaccurate or insignificant’ by attacking its ‘source,

accuracy, or probative force.’” Id. at 33 (citing Robinson, 267 F.3d at 159). Having failed to

“dispute either the accuracy or practical significance of Plaintiffs’ statistical analyses,” id. at 7,

the district court found the City to have “abjured [its Teamsters] responsibility entirely,” id. at

33. The court stated, “[t]he City has not offered a competing ‘statistical summary treatment of

the protected class,’ has not attempted to undermine the Intervenors’ statistics with ‘specific

attacks on their validity,’ and has garnered no ‘anecdotal or other non-statistical evidence

tending to rebut the inference of discrimination.’” Id. (internal alterations and citations omitted). 

7

 For example, the court found plaintiffs proved their burden by showing that (1) the

application of the pass/fail policy to Exam 7029 and Exam 2403 had a net effect of eliminating

“between 607 and 684 black applicants who would not have failed the Exams but for the

disparity” and also kept 144 black firefighters from gaining appointments they would have

otherwise received, and (2) the rank-ordering of the examinations had the net effect of denying

112 black applicants “approximately 34 years’ worth of wages and seniority that they would

have received absent the policy’s disparate effects.” Dist. Ct. Op. at 29-30. 

10
Thus, despite Robinson’s suggestion that “the prudent defendant will follow all three routes,”

267 F.3d at 159 (internal citation omitted), here, the lower court correctly found that the City

attempted to “circumvent its burden of production entirely.” Dist. Ct. Op. at 33.

Rather than responding to the statistical evidence, the City only “argu[ed] that the

Intervenors ha[d] not proved that the City harbored a subjective intent to discriminate against

black applicants.” Id. In essence, the City ignored the inevitable conclusion of the statistics and

tried to focus on intent. But, “[a]t this stage, lack of direct proof regarding the employer’s

mental state is simply immaterial to the question of whether the City can rebut the presumption

of unlawful discrimination created by the Intervenors’ prima facie showing.” Id. at 37. Despite

the City’s correct assertion that what “actually motivate[s] the employer’s decision” is relevant,

Hazen Paper Co. v. Biggins, 507 U.S. 604, 610 (1993), departure from the Teamsters framework

is “fatal” where the motivation did not address the statistical evidence. Dist. Ct. Op. at 35.

In the face of the district court’s faithful application of the law, the majority not only

overrules that well-reasoned decision but also confuses the distinct pattern-or-practice standard

by incorrectly conflating the employer’s burden in Teamsters with the one set out in McDonnell

Douglas. See Maj. Op. at 23-25. While the majority asserts that the City need only provide “a

nondiscriminatory explanation” under Teamsters, id. at 22, 25, 30, I think the City was required

both under the law of this Circuit and the Supreme Court to show more. At the outset, the

majority recognizes that “[i]n a pattern-or-practice case, the plaintiff’s initial burden is heavier,”

id. at 21, however, it fails to recognize that a similarly heavy burden also exists for the

defendant-employer under Teamsters. 

11
III. The Majority Failed to Notice Teamsters’ “Insignificant or Inaccurate” Burden is

Higher than that in McDonnell Douglas. 

First, the majority incorrectly tries to pare down the employer’s higher bar in Teamsters

to the one set out in McDonnell Douglas. Under Teamsters, the employer may only satisfy its

heavy burden if its defense “meet[s] the prima facie case” and proves it is “insignificant or

inaccurate.” Teamsters, 431 F.3d at 360 n.46. The majority tries to evade Teamsters’ more

difficult “insignificant or inaccurate” burden by characterizing the language in Reynolds as

dictum. Maj. Op. at 27 n.14. I find this characterization confounding. There is no reasonable

reading of Reynolds, which can classify this language as dicta, especially because, as the

majority admits, the Supreme Court in Teamsters clearly stated that the employer has the burden

to “defeat” the prima facie case. Id. at 22-23. The employer’s burden to defeat the prima facie

case as insignificant or inaccurate can certainly not be said to be the same as McDonnell

Douglas’ requirement that the employer simply rebut the plaintiff’s evidence with the offer of a

nondiscriminatory reason. Still, the majority tries to lessen Teamsters’ more stringent language

by stating that although “‘[d]efeat’ might be thought to imply something stronger than

[McDonnell Douglas’ requirement to] ‘rebut,’” the Court’s language “means the same thing in

both contexts.” Id. at 23. This argument clearly disregards the plain language of not only

Teamsters, but also the law of this Circuit that is binding on subsequent panels. Not only were

the separate meanings of “defeat” and “rebut” intended by the Supreme Court’s separate use of

these two distinct words, but the separate meanings are underscored in the different standards

requiring a demonstration that the plaintiff’s proof is “inaccurate or insignificant” versus

12
showing some neutral legitimate reason.8

Additionally, the majority tries to convince us a lower bar can be met by quoting

Teamsters’ recitation of the McDonnell Douglas’ standard. Insofar as stating that Teamsters

may recognize the McDonell Douglas standard is relevant, the majority is in fact correct. 

Teamsters does state that the employer may “provid[e] a nondiscriminatory explanation for the

apparently discriminatory result.” Id. at 23. However, Teamsters does not state this will fully

satisfy the employer’s duty to meet the “inaccurate or insignificant” standard. As explained by

the D.C. Circuit, 

[t]he bare articulation of a nondiscriminatory explanation, while sufficient to rebut an

individual plaintiff’s low-threshold McDonnell Douglas showing, generally will not

suffice as a rebuttal to a typical class-wide showing of pervasive discrimination. . . . in

both individual and class action contexts the defendant faces the same rebuttal burden; it

must present sufficient evidence to permit the trier of fact to decline to draw the inference

of discrimination from the plaintiffs’ proof. But in the class action pattern or practice

case the strength of the evidence sufficient to meet this rebuttal burden will typically

need to be much higher than the strength of the evidence sufficient to rebut an individual

plaintiff’s low-threshold McDonnell Douglas showing.

Segar, 738 F.2d at 1269-70 (discussing applicability of Teamsters as opposed to McDonnell

Douglas to pattern-or-practice claims). In other words, the majority ignores the fact that in cases

with substantial statistical proof in the prima facie case, a McDonnell Douglas offering of a

nondiscriminatory reason will not satisfy the employer’s burden under the higher Teamsters bar. 

See Hazelwood School Dist. v. United States, 433 U.S. 299, 308-12 (1977) (detailing how

8

 Beyond disregarding the clear distinction in the separate instances of these words and

suggesting that the Supreme Court doesn’t intend to use the word “defeat” when it uses it, the

majority seems to misconstrue the law even when the plain meaning of these words reveals

differences. The Oxford English Dictionary defines “defeat” as “To unmake, undo, do away

with; to ruin, destroy” in comparison to “rebut” as “to provide a counter-argument to.” Oxford

English Dictionary (online ed. March 2012).

13
alternate statistics were necessary to rebut statistical prima facie showing). Instead, the

McDonnell Douglas standard is relevant only to the extent that Teamsters encompasses

McDonnell Douglas, but Teamsters’ burden still requires more beyond it.

IV. The Majority Failed to Recognize Teamsters’ Method of Proof is More Difficult than

McDonnell Douglas’

In addition to paring down the employer’s burden under Teamsters, the majority also

inaccurately describes the method of proof required. The majority is correct that Teamsters

states the employer’s proof need not be limited to statistics alone. However, as previously

explained, because pattern-or-practice suits usually focus on widespread discrimination, statistics

will often be necessary to make such a case.9

 Where a plaintiff presents such evidence as part of

its prima facie case, Teamsters requires the employer to counter with a different method of proof

than that which would be sufficient under McDonnell Douglas; it requires the employer to

address the cold hard numbers. Larson, § 9.03[2][a], at 9-18 to -19. 

The majority disagrees. It admits the passage from Larson stating, the employer has

three avenues of attack to challenge “the plaintiff’s statistics,” quoted by this Court in Robinson,

“might be thought to require an employer to challenge the plaintiff’s statistics,” but the majority

abandons that interpretation. Maj. Op. at 26. Instead, the majority cites to the portion of

Larson’s treatise, which states that a defendant may use “other non-statistical evidence tending

9

 “Statistics showing racial or ethnic imbalance are probative in [disparate treatment

cases],” Teamsters, 431 U.S. at 340 n.20, and although anecdotal evidence may be useful to

bring “the cold numbers convincingly to life,” id. at 339, statistical evidence is often necessary

and often sufficient to establish a prima face case, id. See also Reynolds, 685 F.3d at 203

(stating “statistics alone can make out a prima facie case of discrimination in a pattern-orpractice suit if the statistics reveal a gross disparity in the treatment of workers based on race”)

(internal citation, quotation marks and alterations omitted). 

14
to rebut the inference of discrimination.” Id. As stated above, this quotation does not present a

contradiction; while use of non-statistical evidence is relevant, it is often not sufficient if it does

not meet the prima facie evidence. Although Larson’s treatise goes on to state, in a section

called “Other Rebuttal Techniques,” that one Seventh Circuit case found exclusive nonstatistical evidence of “an employer’s affirmative action efforts” may be relevant, Larson, §

9.03[2][c], at 9-20.1, this case is atypical. Larson’s presentation of this case as an exception

suggests that the defendant’s rebuttal burden will often not be sufficient unless it defeats the

plaintiff’s statistical evidence or at the very minimum attacks those statistics. See Larson, §

9.03[2][a], [b]. 

As Larson states, defendant’s burden is to “come forward with evidence sufficient to

rebut the prima face case based on statistics.” Larson, § 9.03[2], at 9-16. This means the

employer’s rebuttal will often be composed of targeting “flaws in the plaintiff’s [statistical]

evidence.” Larson, § 9.03[2][a], at 9-17. In fact, Larson goes even further and states that the

Supreme Court’s decision in Bazemore v. Friday, 478 U.S. 385 (1986), has “been interpreted to

imply that the defendant must do more than merely point out possible flaws in the plaintiff’s

statistical analysis, the defendant must also show that consideration of the missing factors would

make a difference in the analytical outcome.” Larson, § 9.03[2][b], at 9-19. Thus the defendant

is often required to “present[] its own statistics to the court” which “a defendant will wish to

argue . . . are more ‘finely tuned’ and have more probative force because they take into

consideration a variety of relevant factors that the plaintiff’s statistics ignore.” Larson, §

9.03[2][b], at 9-19. 

15
In addition to arguably misinterpreting Professor Larson’s treatise, the majority

disregards this Circuit’s actual case law by claiming Reynolds’ language on the method of proof,

recognized in Robinson, is “dictum.” Maj. Op. at 27 n.14. Moreover, the majority looks over

the logical conclusion in Robinson and Reynolds that statistics are not always but often required

because “[s]tatistics proffered during the ‘liability phase’ of a pattern-or-practice suit purport to

demonstrate that a pattern of discrimination exists at an entity.” Reynolds, 685 F.3d at 204

(emphasis in original). As the Court stated, “In a Title VII case, these statistics can make out a

prima facie case that the employer was engaged in a pattern or practice of discrimination. This is

because [statistics or] an analysis of the collective acts of those who do the employer’s bidding

bespeak the employer’s motivation.” Id. 

This Court’s prescriptions in Robinson and Reynolds acknowledge the most “basic” or

common situation that the rebuttal will be statistical—not because they have misread Teamsters

as stating the evidence must be exclusively statistical but because statistics will most often be

necessary for the plaintiff to show the entity engaged in a pattern-or-practice. Teamsters, 431

U.S. at 339-40 n.20. Thus, as stated by Larson in his treatise, non-statistical proof may be

relevant to disproving those statistics but it most often will not be sufficient. See Larson, §

9.03[2][a], [b], at 9-16 to -20. Regardless, whatever the plaintiff’s proof is—statistical or

otherwise—if the defendant does not show that proof to be inaccurate or insignificant it has not

carried its burden of proof and summary judgment must be granted in favor of the plaintiffs. 

In undermining our caselaw on the employer’s method of proof, the majority also ignores

the law of our sister Circuits that have held the same rule. It is well recognized among other

Circuits that the employer must defeat the Government’s statistical proof. See Hohider, 574 F.3d

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at 183 (“The Teamsters framework was judicially promulgated as a method of proof for

pattern-or-practice claims brought by the government under Title VII, as that statute

authorizes—it provides a means by which courts can assess whether a particular form of

statutorily prohibited discrimination exists, just as the McDonnell Douglas framework does for

individual claims of disparate treatment.”); Celestine v. Petroleos de Venezuella SA, 266 F.3d

343, 356 (5th Cir. 2001) (indicating the “Teamsters method of proof [is] an independent method

of proof”); Davoll v. Webb, 194 F.3d 1116, 1148 (10th Cir. 1999) (noting the Supreme Court has

“recognized that the specifics of the McDonnell Douglas framework are inapplicable in certain

factual situations, including when the government has brought a broad-based pattern and practice

action” and citing to Teamsters, 431 U.S. at 358-60); Segar, 738 F.2d at 1267-69 (discussing

applicability of Teamsters’ method of proof as opposed to McDonnell Douglas to pattern-orpractice claims). 

The Intervenors’ proof in this case, as in most pattern-or practice cases, was in fact

statistical. Thus, the City’s method of proof was required to be directed toward those statistics.

The majority’s classification of these differences in method proof as dictum and its choice not to

apply Teamsters’ and thus be satisfied by the City’s facially neutral evidence, give no response

to Intervenors’ statistics that show a clear pattern and practice of discrimination. Whatever the

proof, under Teamsters, the city was obligated to defeat it. Any other argument is contrary to the

law of this Circuit and the Supreme Court.

V. Applying Teamsters’ the City Failed to Meet Its Burden

In this case, there is no dispute that the Intervenors’ claim alleges that the New York City

Fire Department engaged in a pattern-or-practice for decades that led to black and other minority

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firefighters being severely underrepresented in the Department. See Dist. Ct. Op. at 2; see also

Maj. Op. at 6-8. As the district court stated, at the time this claim was filed, only 3.4% of the

Department’s force was composed of black firefighters despite black residents making up 25.6%

of New York City’s population. Dist. Ct. Op. at 2. In other words, in a city of over eight

million people, and out of a force with 8,998 firefighters, the Department only employed 303

black firefighters. Id. Perhaps most egregious is that in an otherwise esteemed Department, this

“one persistent stain” has remained an essentially unchanged practice since at least the 1960s.10

Id.

In accord with this pattern-or-practice case, the Intervenors presented copious statistical

evidence. Id. at 6, 28. The district court found that the Intervenors met their burden,11 id. at 28,

but regardless, we need not reach that issue here, where, in fact, all parties agree the Intervenors

10 In fact, as the district court found, the FDNY’s rate of black firefighters has actually

gone down: 

At the time of the [original] Vulcan Society litigation, blacks and Hispanics constituted

32% of the City’s population, but only 5% of the Department. In 1990, almost two

decades later, blacks made up 29% of the City’s population, but only 4% of firefighters. 

In 2002, 25% of the City’s residents were black, compared to only 2.6% of its

firefighters. Between 1991 and 2007, black firefighters never constituted more than 3.9%

of the force, and by the time this case was filed in 2007, the percentage of black

firefighters in the FDNY had dropped to 3.4%.

Dist. Ct. Op. at 16 (internal citations omitted).

11 As previously stated, the Intervenors met their burden by showing that black candidates

disproportionately failed Written Exams 7029 and 2043 because of the pass/fail and rank

ordering policies. Dist. Ct. Op. at 29-30. Additionally, the district court noted that this was not

the first time the City had been brought to federal court for its discriminatory use of firefighter

examinations. Id. at 11 (citing Vulcan Soc’y of N.Y.C. Fire Dep’t, Inc. v. Civil Serv. Comm’n,

360 F. Supp. 1265, 1269 (S.D.N.Y. 1973), affirmed in relevant part by 490 F.2d 387 (2d Cir.

1973)). This showing was more than adequate to make out a prima facie case. Dist. Ct. Op. at 30

(citing Waisome v. Port Auth. of N.Y. & N.J., 948 F.2d 1370, 1376 (2d Cir. 1991)).

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met their prima facie case under Teamsters. Maj. Op. at 30. The only question that remains is

whether the City defeated the statistical evidence proffered by the plaintiffs as insignificant or

inaccurate. See Teamsters, 431 U.S. at 360.

To carry its burden, the City proffered what the majority characterized as “a

nondiscriminatory reason” for using the test. Maj. Op. at 30-31. The City’s response was that

the test designers “did not intend to discriminate against any protected group,” Dist. Ct. Dkt. 359

at 5, and that there is no evidence that the Mayor and the Fire Commissioner intended to

discriminate, id. at 6-7. The City also stated that the FDNY made recruitment efforts to increase

minority hiring. Id. at 9; see also Maj. Op. at 31.12 In essence, the City stated that it had

prepared the tests with “acceptable test development methods.” Id.

Applying Teamsters’ more difficult burden to the City’s offering, the district court

deemed it deficient because the City’s evidence did not sufficiently attack the Intervenors’

statistics. Maj. Op. at 33. Thus, the lower court found that even if the City offered evidence

sufficient for a McDonnell Douglas method of proof, it didn’t defeat the Intervenors’ evidence

12 The City points us to more detailed evidence about its recruiting, Appellants’ Br. at 13-

14, as well as an attrition plan meant to “reduce minority candidate dropouts during the

application process. It also points to evidence in the record that “that both exams were

constructed in accordance with “standard job analytic and test development procedures.” Id. at

19. The City also points us again to the increased EMT promotional exams. Id. at 20. 

Additionally, the City “also enlisted Columbia University’s School of International and Public

Affairs to analyze and recommend improvements to its diversity initiative (“the Columbia

Study”). The Columbia Study arose in conjunction with the FDNY’s “Strategic Plan” to rebuild

and strengthen after 9/11, which identified enhancing diversity as one of its top six priorities.” 

Id. Finally, the City points us to proof that it created an FDNY High School for Fire and Life,

which is a “99% minority high school [that] incorporates firefighting and EMT studies with a

traditional educational curriculum.” Id. As Intervenors note, none of this evidence was called to

the attention of the district court. Intervenors’ Br.at 118-20. Even considering these facts, the

City’s argument still fails. 

19
under Teamsters. The district court therefore granted summary judgment to the Intervenors on

their pattern-or-practice case.

On appeal, the City tried to evade Teamsters’ heavy burden by arguing that its offer of

proof was sufficient according to Raytheon Co. v. Hernandez, 540 U.S. 44 (2003). In Raytheon,

the Supreme Court held that an employer’s “proffer of [a] neutral . . . policy plainly satisfied its

obligation under McDonnell Douglas to provide a legitimate, nondiscriminatory reason for the

challenged action.” Id. at 53. However, Raytheon, unlike the present case, involved an

individual’s non-class claim. Hence the City, in this pattern-or-practice case, tried to evade the

demanding burden by claiming Teamsters is but a mere gloss for McDonnell Douglas. Having

established that Teamsters is distinct and applies a more difficult burden for employers, I

conclude the City was required to defeat the Intervernors’ proof as inaccurate or insignificant. 

Here it did not. 

Moreover, where the City merely offered non-statistical proof, in the face of

overwhelming statistics proving its discriminatory intent, the City failed to “meet” the prima

facie case. Here the City rebutted with affidavits, non-statistical proof, that its employees

created the Exams without a discriminatory motive. Although intent is crucial in Title VII cases,

here where statistics are proof of the entity’s discriminatory intent12 the employer’s burden is to

defeat those statistics. The employer must show that the statistics, which show intent, are

incorrect. The employer may not merely counter that it had no ill-motives. 

12 See Larson § 9.03[1], at 9-13 (stating that “[t]he ultimate burden in any disparate

treatment case is to convince the fact finder that the defendant’s actions were discriminatorily

motivated” and that in a “pattern or practice suit” the plaintiff may depend on two forms of

circumstantial evidence: 1) statistical proof “aimed at establishing the defendant’s past treatment

of the protected group” and 2) “testimony from protected class members”).

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Moreover, it may not disprove the entity’s intent by merely stating the employees making

the exam did not have a discriminatory motive. Instead, the statistics must be challenged. Even

if non-statistical evidence is probative, the City did not present sufficient non-statistical

evidence. Offering declarations that the designers of the Exams did not intend to create a

discriminatory test in no sense goes to whether use of that test was discriminatory, as

Intervernors proved. Even if the tests were not designed to discriminate against minorities, the

use of them undisputedly did through the pass/fail and rank-ordering policies. Still, the majority

tries to argue that the City’s method of proof was sufficient because it challenged “the inference

of intentional discrimination arising from the Intervenors’ prima facie case.” Maj. Op. at 33. 

As already stated, although intent is key in Title VII cases when dealing with pattern-orpractice cases, mere proof of nondiscriminatory motivations in the creation of a test are not the

end of the intent analysis. As this Court has previously stated, “[p]ersistent use of exams with

disparate racial effects would support an inference of intentional discrimination if proper test

construction were not even attempted.” Guardians Ass’n of the N.Y.C. Police Dep’t, Inc. v. Civil

Serv. Comm’n, 630 F.2d 79 (2d Cir. 1980). Thus, if wishing to rely merely on non-statistical

proof, the City was still obligated to raise some facts explaining why its knowing continued use

of those tests was not evidence of discrimination. As the district court stated, the trouble is not

the existence of the Exams per se but the City’s policy or practice of subsequently using those

Exams as pass/fail and rank-ordering devices. Dist. Ct. Op. at 38. 

For this reason, I fully agree with the district court’s conclusion that “the subjective

motives of the people who designed the Exams are only circumstantially relevant to the question

of whether the City’s decision to use the Exams as screening and ranking devices was

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discriminatory.” Id. As hypothetically stated by the district court, a showing that the Exams

were applied and reapplied with a nondiscriminatory intent would be “highly relevant to the

City’s defense because it would support an inference that the City’s actual intent in enforcing

[and reenforcing] the pass/fail and rank-ordering policies was to select the best candidates.” Id.

at 38-39. But the mere initial motivation of the test designers doesn’t reach the issue of whether

the City’s ex post use of those tests was discriminatory. 

Additionally, although intent may be relevant to the question of imposing injunctive

relief under a disparate impact theory, see Berkman v. City of New York, 705 F.2d 584, 595 (2d

Cir. 1983) (stating affirmative relief may be required where, for example, “the defendant has

intentionally or egregiously engaged in a practice of discrimination”), that issue is not relevant at

this initial stage under disparate treatment.13 Where persistent use of the tests bear out evidence

of discriminatory intent and without more proof addressing the Intervenors’ statistics, the City

cannot be said to have defeated the prima facie case.

 Similarly, I find the fact that the City engaged in minority recruitment does not help to

defeat the Intervenors’ case because all the potential black and Hispanic firefighters that were

recruited would still have been subjected to the challenged procedures. As the district court

stated, once the Intervenors made out the prima facie case that the City’s Exams discriminated

against black applicants, proof of recruitment only proved “more blacks were taking the exam”

and thus “more blacks were being illegally harmed, and the City’s evidence is relevant only to

13 Moreover, our Circuit has already determined in Ass’n Against Discrimination in

Emp’t, Inc. v. City of Bridgeport, 647 F.2d 256, 280 n.22 (2d Cir. 1981) that “the requirement

that an employer have discriminated ‘intentionally’ in order for the provisions of 706(g) to come

into play means not that there must have been a discriminatory purpose, but only that the acts

must have been deliberate, not accidental.”

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the scope of the injury, not its source.” Dist. Ct. Op. at 39. The majority cites to Washington v.

Davis, 426 U.S. 229, 246 (1976), to argue affirmative efforts to recruit black officers negates the

inference of intent, Maj. Op. at 34-35, but recruitment efforts simply do not satisfy the

defendant’s burden to “meet” the plaintiff’s case under Teamsters. 

Instead, what matters under Teamsters is “(1) whether the City has policies of screening

and ranking applicants based on how well they perform the required task, (2) what effect those

policies have on black applicants, and (3) why the City decided to adopt those policies.” Dist.

Ct. Op. at 38. Because the evidence of recruitment has no bearing on the challenged use of the

Exams, because the City does not provide a sufficient nondiscriminatory explanation where

statistics showed a discriminatory result, and because any recruits would ultimately face the

discriminatory Exams, this evidence cannot serve to show that Intervernors’ evidence was

inaccurate or insignificant. 

In this context, the City completely failed to meet Intervenors’ proof, as required by

Teamsters, and it did not even approach raising a material question of fact about whether the

Intervenors’ proof was inaccurate or insignificant on appeal. Thus, the City’s apparent

disinterest in fixing what it has known to be a problem for more than four decades and its

apparent disinterest in defending itself now according to the Teamsters standard is precisely the

type of disregard the Teamsters test was meant to protect against. For the foregoing reasons, I

am unable to agree with the majority’s conclusion that the City met its burden because the City

may not meet its requirements by supplanting Teamsters with the McDonnell Douglas standard,

and it is unreasonable to understand the language in Robinson and Reynolds as mere dicta. 

Accordingly, the Intervenors were entitled to summary judgment on their pattern-or-practice

claim and I DISSENT from that part of the majority’s opinion that holds otherwise.

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