AI Workforce Data
Collection
Open datasets on AI and the US workforce — occupations, companies, layoffs. CC BY-NC 4.0. By Meo Advisors (meoadvisors.com). • 6 items • Updated
Datasets:
company_name stringlengths 2 186 ⌀ | company_slug stringlengths 3 45 ⌀ | city stringlengths 2 236 ⌀ | county stringclasses 630
values | state stringclasses 44
values | naics_code float64 322k 622k ⌀ | naics_2 float64 11 92 ⌀ | affected_workers float64 -87 22k ⌀ | event_type stringclasses 151
values | event_bucket stringclasses 5
values | filing_received_date stringdate 2016-06-01 00:00:00 2026-04-21 00:00:00 ⌀ | notice_date stringclasses 945
values | layoff_start_date stringdate 2009-07-13 00:00:00 2029-03-15 00:00:00 ⌀ | layoff_end_date stringdate 2013-06-30 00:00:00 2033-08-31 00:00:00 ⌀ | ai_score_imputed float64 62 86 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
jo ann stores support center | null | hudson | summit | OH | null | 45 | 662 | closure | closure | 2025-01-24 | null | 2029-03-15 | 2013-06-30 | 66.93 |
cnh industrial america | null | burlington | des moines | IA | null | 33 | 5 | amendement - change in number | other | null | 2026-02-27 | 2026-12-31 | null | 65.7 |
qualicaps | null | whitsett | guilford | NC | null | null | 91 | closure | closure | 2025-12-05 | 2025-12-02 | 2026-12-31 | null | 65.93 |
akebono brake | akebono-brake-corporation | null | hardin | KY | null | 33 | 450 | closure | closure | 2025-10-03 | null | 2026-12-31 | null | 66.75 |
thermo fisher scientific | thermo-fisher-scientific | franklin | null | MA | null | 33 | 103 | layoff | layoff | 2026-01-23 | null | 2026-12-31 | 2027-12-31 | 66 |
araymond tinnerman manufacturing | araymond-tinnerman-manufacturing-inc | null | fleming | KY | null | 56 | 112 | closure | closure | 2025-10-23 | null | 2026-12-31 | null | 66.03 |
leprino foods | null | lemoore | kings county | CA | null | 31 | 100 | closure permanent | closure | 2025-12-17 | 2025-12-15 | 2026-12-30 | null | 65.99 |
sinton dairy foods | null | null | colo springs | CO | null | 31 | 64 | closure | closure | null | 2024-09-26 | 2026-12-30 | 2026-12-30 | 65.74 |
formfactor | formfactor-inc | carlsbad | san diego county | CA | null | 33 | 107 | closure permanent | closure | 2026-01-06 | 2026-01-06 | 2026-12-18 | null | 66.02 |
experian | experian | costa mesa | orange county | CA | null | 51 | 28 | layoff permanent | layoff | 2026-03-11 | 2026-03-11 | 2026-12-11 | null | 65.63 |
phillips 66 wilmington | null | wilmington | los angeles county | CA | null | 21 | 111 | closure permanent | closure | 2026-01-26 | 2026-01-26 | 2026-12-01 | null | 66.04 |
phillips 66 | phillips-66 | carson | los angeles county | CA | null | 21 | 44 | closure permanent | closure | 2026-01-26 | 2026-01-26 | 2026-12-01 | null | 65.63 |
ebay | null | san francisco | san francisco county | CA | null | 45 | 198 | closure permanent | closure | 2026-04-10 | 2026-04-10 | 2026-09-30 | null | 66.34 |
wayfair llc erlanger warehouse | null | null | boone | KY | null | 49 | 215 | closure | closure | 2025-10-15 | null | 2026-09-30 | null | 66.37 |
cnh industrial america | null | burlington | des moines | IA | null | 33 | 13 | amendement - change in number | other | null | 2026-02-27 | 2026-09-25 | null | 65.7 |
jbt marel | null | madera | madera county | CA | null | 33 | 59 | closure permanent | closure | 2026-01-27 | 2026-01-27 | 2026-09-18 | null | 65.71 |
kem krest | kem-krest | carmel | null | IN | 488,510 | 48 | 77 | closure | closure | null | 2026-03-10 | 2026-08-31 | null | 66 |
jtekt north america | jtekt-north-america-corporation | null | washington | TN | null | 33 | 136 | unknown | other | 2025-12-04 | null | 2026-08-31 | null | 66.13 |
mag brand group | null | santa fe springs | los angeles county | CA | null | null | 53 | closure permanent | closure | 2026-03-25 | 2026-03-25 | 2026-08-01 | null | 65.66 |
appliance plus | null | charles city | floyd | IA | null | 44 | 5 | closing | closure | null | 2026-04-14 | 2026-07-31 | null | 65.7 |
appliance plus | null | new hampton | chickasaw | IA | null | 44 | 3 | closing | closure | null | 2026-04-14 | 2026-07-31 | null | 65.7 |
appliance plus | null | west union | fayette | IA | null | 44 | 4 | closing | closure | null | 2026-04-14 | 2026-07-31 | null | 65.7 |
appliance plus | null | webster city | hamilton | IA | null | 44 | 3 | closing | closure | null | 2026-04-14 | 2026-07-31 | null | 65.7 |
appliance plus | null | algona | kossuth | IA | null | 44 | 5 | closing | closure | null | 2026-04-14 | 2026-07-31 | null | 65.7 |
appliance plus | null | waukon | allamakee | IA | null | 44 | 1 | closing | closure | null | 2026-04-14 | 2026-07-31 | null | 65.7 |
appliance plus | null | dyersville | delaware | IA | null | 44 | 5 | closing | closure | null | 2026-04-14 | 2026-07-31 | null | 65.7 |
appliance plus | null | oelwein | fayette | IA | null | 44 | 4 | closing | closure | null | 2026-04-14 | 2026-07-31 | null | 65.7 |
appliance plus | null | independence | buchanan | IA | null | 44 | 5 | closing | closure | null | 2026-04-14 | 2026-07-31 | null | 65.7 |
polaris | polaris-inc | osceola | polk | WI | null | 33 | 189 | closure | closure | null | 2026-04-21 | 2026-07-27 | null | 66.33 |
unitypoint health | unitypoint-health | madison | dane | WI | null | 51 | 25 | layoff | layoff | null | 2026-04-20 | 2026-07-24 | null | 65.64 |
unitypoint health | unitypoint-health | sioux city | woodbury | IA | null | 51 | 1 | mass layoff | mass_layoff | null | 2026-04-14 | 2026-07-24 | null | 65.7 |
unitypoint health | unitypoint-health | des moines | polk | IA | null | 51 | 3 | mass layoff | mass_layoff | null | 2026-04-14 | 2026-07-24 | null | 65.7 |
unitypoint health | unitypoint-health | fort dodge | webster | IA | null | 51 | 1 | mass layoff | mass_layoff | null | 2026-04-14 | 2026-07-24 | null | 65.7 |
unitypoint health | unitypoint-health | marshalltown | marshall | IA | null | 51 | 1 | mass layoff | mass_layoff | null | 2026-04-14 | 2026-07-24 | null | 65.7 |
unitypoint health | unitypoint-health | des moines | pollk | IA | null | 51 | 5 | mass layoff | mass_layoff | null | 2026-04-14 | 2026-07-24 | null | 65.7 |
unitypoint health | unitypoint-health | hiawatha | linn | IA | null | 51 | 97 | mass layoff | mass_layoff | null | 2026-04-14 | 2026-07-24 | null | 66.04 |
unitypoint health | unitypoint-health | dubuque | dubuque | IA | null | 51 | 2 | mass layoff | mass_layoff | null | 2026-04-14 | 2026-07-24 | null | 65.7 |
unitypoint health | unitypoint-health | waterloo | black hawk | IA | null | 51 | 1 | mass layoff | mass_layoff | null | 2026-04-14 | 2026-07-24 | null | 65.7 |
unitypoint health | unitypoint-health | grimes | polk | IA | null | 51 | 1 | mass layoff | mass_layoff | null | 2026-04-14 | 2026-07-24 | null | 65.7 |
unitypoint health | unitypoint-health | des moines | polk | IA | null | 51 | 76 | mass layoff | mass_layoff | null | 2026-04-14 | 2026-07-24 | null | 65.92 |
unitypoint health | unitypoint-health | cedar rapids | linn | IA | null | 51 | 1 | mass layoff | mass_layoff | null | 2026-04-14 | 2026-07-24 | null | 65.7 |
ryder systems | null | waterloo | black hawk | IA | null | 48 | 153 | mass layoff - additional employees | mass_layoff | null | 2026-04-08 | 2026-07-24 | null | 66.28 |
amazon | null | tmb8 | null | FL | null | 45 | 616 | layoff | layoff | null | 2026-04-17 | 2026-07-02 | 2026-09-30 | 66.93 |
primo brands | primo-brands | santa ana | orange county | CA | null | null | 23 | layoff permanent | layoff | 2026-03-20 | 2026-03-20 | 2026-07-01 | null | 65.63 |
takeda pharmaceuticals usa inc dba takeda | null | cambridge | null | MA | null | 32 | 247 | layoff | layoff | 2026-03-25 | null | 2026-07-01 | 2027-12-31 | 66.46 |
pnc bank na | null | null | jeffco (tri-county) | CO | null | 52 | 777 | consolidating operations into single organization | other | null | 2026-04-17 | 2026-06-30 | 2026-06-30 | 67.05 |
voyant beauty | voyant-beauty | roanoke | null | VA | null | null | 95 | closure | closure | null | 2026-04-10 | 2026-06-30 | null | 65.89 |
wellpath and cfmg placer juvi detention | null | auburn | placer county | CA | null | 62 | 4 | closure permanent | closure | 2026-04-07 | 2026-04-07 | 2026-06-30 | null | 65.63 |
prepa tec los angeles campus | null | huntington park | los angeles county | CA | null | null | 42 | closure permanent | closure | 2026-04-07 | 2026-04-07 | 2026-06-30 | null | 65.63 |
wellpath and cfmg south placer jail | null | roseville | placer county | CA | null | 62 | 35 | closure permanent | closure | 2026-04-07 | 2026-04-07 | 2026-06-30 | null | 65.63 |
wellpath and cfmg placer jail auburn | null | auburn | placer county | CA | null | 62 | 50 | closure permanent | closure | 2026-04-07 | 2026-04-07 | 2026-06-30 | null | 65.63 |
first student | first-student | waterloo | black hawk | IA | null | 48 | 120 | closing | closure | null | 2026-04-02 | 2026-06-30 | null | 66.15 |
union of pan asian communities positive solutions and elder multicultural access support service | null | san diego | san diego county | CA | null | 62 | 14 | layoff permanent | layoff | 2026-04-02 | 2026-04-01 | 2026-06-30 | null | 65.63 |
regal rexnord | regal-rexnord | cudahy | milwaukee | WI | null | 33 | 70 | closure | closure | null | 2026-04-01 | 2026-06-30 | null | 65.81 |
union of pan asian communities east wind clubhouse | null | san diego | san diego county | CA | null | 62 | 5 | layoff permanent | layoff | 2026-04-02 | 2026-04-01 | 2026-06-30 | null | 65.63 |
carnegie institution for science | null | baltimore city | null | MD | null | 54 | 15 | layoff | layoff | null | 2026-03-30 | 2026-06-30 | null | 65.68 |
evonik | null | susquehanna | null | MD | null | 32 | 34 | closure | closure | null | 2026-03-25 | 2026-06-30 | 2026-12-31 | 65.68 |
bedabox llc dba shipmonk | null | san bernardino | san bernardino county | CA | null | 49 | 124 | closure permanent | closure | 2026-03-25 | 2026-03-24 | 2026-06-30 | null | 66.1 |
waymakers | null | fountain valley | orange county | CA | null | 62 | 3 | layoff permanent | layoff | 2026-03-20 | 2026-03-19 | 2026-06-30 | null | 65.63 |
waymakers | null | irvine | orange county | CA | null | 62 | 67 | layoff permanent | layoff | 2026-03-20 | 2026-03-19 | 2026-06-30 | null | 65.78 |
bering global solutions bgs | null | arlington | null | VA | null | 54 | 108 | layoff | layoff | null | 2026-03-18 | 2026-06-30 | null | 65.96 |
america s finest charter school high school program | null | san diego | san diego county | CA | null | 61 | 10 | closure permanent | closure | 2026-04-07 | 2026-03-12 | 2026-06-30 | null | 65.63 |
ahlstrom mosinee | null | mosinee | marathon | WI | null | null | null | layoff | layoff | null | 2026-03-04 | 2026-06-30 | null | 66.84 |
midwest energy resources | null | superior | douglas | WI | null | null | 54 | closure | closure | null | 2026-03-03 | 2026-06-30 | null | 65.68 |
ahlstrom mosinee | null | mosinee | marathon | WI | null | null | null | layoff | layoff | null | 2026-02-27 | 2026-06-30 | null | 66.84 |
birdsong peanuts aberdeen | null | prairie | monroe | MS | null | 11 | 7 | layoff | layoff | null | 2026-02-13 | 2026-06-30 | null | 65.58 |
elior north america | elior-north-america | washington | null | DC | null | 72 | 76 | layoff | layoff | null | 2026-02-02 | 2026-06-30 | null | 65.78 |
salon centric | null | mc calla | null | AL | null | 42 | 79 | closure | closure | null | 2026-01-13 | 2026-06-30 | null | 65.82 |
adient | adient | null | mcminn | TN | null | 33 | 210 | unknown | other | 2026-04-21 | null | 2026-06-30 | null | 66.36 |
conn selmer | conn-selmer | eastlake | lake | OH | null | 33 | 150 | closure | closure | 2026-04-09 | null | 2026-06-30 | null | 66.16 |
idahoan foods | idahoan-foods | rupert | null | ID | null | 31 | 61 | layoff | layoff | 2026-04-21 | 2026-04-21 | 2026-06-26 | null | 65.76 |
stoney river steakhouse grill | null | baltimore county | null | MD | null | 72 | 68 | closure | closure | null | 2026-04-20 | 2026-06-26 | null | 65.84 |
cnh industrial america | null | burlington | des moines | IA | null | 33 | 15 | amendement - change in number | other | null | 2026-02-27 | 2026-06-26 | null | 65.7 |
st louis post dispatch | st-louis-post-dispatch | maryland heights | null | MO | null | 51 | 3 | closure | closure | null | 2026-02-06 | 2026-06-26 | null | 65.59 |
refresco beverages us | null | carlisle | warren | OH | null | 31 | 63 | closure | closure | 2026-04-14 | null | 2026-06-24 | 2026-12-21 | 65.71 |
yanfeng international automotive technology | null | hayward | alameda county | CA | null | null | 17 | closure permanent | closure | 2026-04-20 | 2026-04-20 | 2026-06-22 | null | 65.63 |
charter communications | charter-communications | appleton | calumet | WI | null | 51 | 313 | closure | closure | null | 2026-03-18 | 2026-06-21 | null | 66.59 |
disney entertainment operations | null | burbank | los angeles county | CA | null | 71 | 53 | layoff permanent | layoff | 2026-04-16 | 2026-04-16 | 2026-06-20 | null | 65.66 |
united natural foods | null | sturtevant | racine | WI | null | 49 | 443 | closure | closure | null | 2026-03-16 | 2026-06-20 | null | 66.77 |
general dynamics information technology | general-dynamics-information-technology | washington | null | DC | null | 54 | 87 | layoff | layoff | null | 2026-04-17 | 2026-06-15 | null | 65.85 |
best formulations pc | null | huntington beach | orange county | CA | null | 32 | 32 | closure permanent | closure | 2026-04-17 | 2026-04-17 | 2026-06-15 | null | 65.63 |
ventura coastal | null | visalia | tulare county | CA | null | 31 | 69 | layoff temporary | layoff | 2026-04-14 | 2026-04-14 | 2026-06-15 | null | 65.79 |
redding cement plant | null | redding | shasta county | CA | null | 32 | 53 | layoff temporary | layoff | 2026-04-14 | 2026-04-14 | 2026-06-15 | null | 65.66 |
montessori west | null | fremont | alameda county | CA | null | 61 | 35 | closure permanent | closure | 2026-04-08 | 2026-04-08 | 2026-06-15 | null | 65.63 |
mcgee air services | mcgee-air-services | los angeles | los angeles county | CA | null | 48 | 29 | layoff permanent | layoff | 2026-04-14 | 2026-04-14 | 2026-06-14 | null | 65.63 |
wells fargo | wells-fargo | west des moines | polk | IA | null | 52 | 25 | mass layoff - additional employees | mass_layoff | null | 2026-04-14 | 2026-06-13 | null | 65.7 |
block by block | block-by-block | san francisco | san francisco county | CA | null | 56 | 47 | layoff permanent | layoff | 2026-04-15 | 2026-04-14 | 2026-06-13 | null | 65.63 |
the primary school | null | san leandro | alameda county | CA | null | null | 147 | closure permanent | closure | 2026-04-16 | 2026-04-15 | 2026-06-12 | null | 66.19 |
boeing | boeing | palmdale | los angeles county | CA | null | 33 | 13 | closure permanent | closure | 2026-04-13 | 2026-04-13 | 2026-06-12 | null | 65.63 |
blue diamond growers | blue-diamond-growers | sacramento | sacramento county | CA | null | 31 | 49 | closure permanent | closure | 2026-04-14 | 2026-04-13 | 2026-06-12 | null | 65.63 |
trilogy warehouse partners | null | st. louis (city) | null | MO | null | 33 | 67 | layoff | layoff | null | 2026-04-09 | 2026-06-12 | null | 65.74 |
sony pictures entertainment | sony-pictures-entertainment | los angeles | los angeles county | CA | null | 51 | 6 | layoff permanent | layoff | 2026-04-09 | 2026-04-08 | 2026-06-12 | null | 65.63 |
sony pictures entertainment | sony-pictures-entertainment | van nuys | los angeles county | CA | null | 51 | 7 | layoff permanent | layoff | 2026-04-09 | 2026-04-08 | 2026-06-12 | null | 65.63 |
sony pictures entertainment | sony-pictures-entertainment | culver city | los angeles county | CA | null | 51 | 111 | layoff permanent | layoff | 2026-04-09 | 2026-04-08 | 2026-06-12 | null | 66.04 |
sony pictures entertainment | sony-pictures-entertainment | santa monica | los angeles county | CA | null | 51 | 9 | layoff permanent | layoff | 2026-04-09 | 2026-04-08 | 2026-06-12 | null | 65.63 |
think together | think-together | riverside | riverside county | CA | null | 61 | 114 | layoff permanent | layoff | 2026-04-02 | 2026-04-01 | 2026-06-12 | null | 66.05 |
hendall | null | montgomery county | null | MD | null | 54 | 50 | layoff | layoff | null | 2026-04-14 | 2026-06-10 | null | 65.68 |
phillips 66 | phillips-66 | wilmington | los angeles county | CA | null | 21 | 10 | closure permanent | closure | 2026-04-10 | 2026-04-10 | 2026-06-10 | null | 65.63 |
phillips 66 | phillips-66 | carson | los angeles county | CA | null | 21 | 6 | closure permanent | closure | 2026-04-10 | 2026-04-10 | 2026-06-10 | null | 65.63 |
mills college children s school at northwestern university | null | oakland | alameda county | CA | null | 61 | 21 | closure permanent | closure | 2026-04-10 | 2026-04-10 | 2026-06-10 | null | 65.63 |
End of preview. Expand in Data Studio
WARN Layoff Atlas (US)
12,623 US WARN-Act layoff notices normalized across all 50 state labor agencies by company, NAICS, location, date, and affected-worker count — plus an AI-attribution likelihood score for tracking AI-related workforce displacement.
- Rows: 12,623
- Source: US state labor-agency WARN filings + federal aggregations; AI attribution via LLM classification
- Methodology + interactive explorer: https://meoadvisors.com/research/warn-layoff-atlas/
- Part of: the open AI Workforce Data collection by Meo Advisors (GitHub)
- License: CC BY-NC 4.0 — free for research, journalism, and education with attribution to Meo Advisors
Citation
Meo Advisors (2026). WARN Layoff Atlas (US). https://meoadvisors.com/research/warn-layoff-atlas/
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