Datasets:

zalizedata
/

us-work-visa-salary-dataset

employer_id large_stringlengths 0 20	employer_name_norm large_stringlengths 0 119	employer_name_sample large_stringlengths 0 130	fiscal_year int32 2.01k 2.03k	lca_median_wage_annual_usd float64 2.5k 4.94M ⌀	perm_filings int64 0 7.2k	perm_certified int64 0 7.08k	h2a_filings int64 0 571	h2a_workers_certified int64 0 11.1k	uscis_h1b_approval_rate float64 0 1 ⌀	top_worksite_state large_stringclasses 118 values	top_soc_code large_stringlengths 7 7 ⌀
emp_9cd0bee1435c85f3	KELLER FARMS	KELLER FARMS, INC.	2,010	null	0	0	2	54	null	IL	null
emp_1078304358d6c355	MATTHEW PHILIP STOCKMAN	MATTHEW PHILIP STOCKMAN DBA STOCKMAN FARM	2,010	null	0	0	1	0	null	TX	null
emp_bd008738dfaba2a9	DOUG ATCHLEY	DOUG ATCHLEY	2,010	null	0	0	2	0	null	TX	null
emp_0f4c227cfcef3cda	LITTLE LOBSTER S	LITTLE LOBSTER'S INC.	2,010	null	0	0	1	8	null	LA	null
emp_9d657f274c12ff3c	KYLE SMITH FARMS	KYLE SMITH FARMS	2,010	null	0	0	2	21	null	LA	null
emp_e7a0d2ffb1540be2	KAPPA LOYAL	KAPPA LOYAL, LLC	2,010	null	0	0	1	5	null	LA	null
emp_61de11ab31fb0c63	BENJAMIN DESHOTEL	BENJAMIN DESHOTEL	2,010	null	0	0	1	42	null	LA	null
emp_c2caad6ba042bbd1	SILVER SPUR RANCHES	SILVER SPUR RANCHES	2,010	null	0	0	3	8	null	WY	null
emp_9e6b255f8361af75	BONNIE PLANT MIDLAND	BONNIE PLANT - MIDLAND	2,010	null	0	0	1	20	null	TX	null
emp_b7a7afa06af6672c	JM MALONE AND SON	JM MALONE AND SON INC	2,010	null	0	0	2	22	null	AR	null
emp_3d0676495a20c703	H AND M CRAWFISH	H & M CRAWFISH, INC.	2,010	null	0	0	1	7	null	LA	null
emp_14c5af65840394f1	FRUGE AQUAFARMS	FRUGE' AQUAFARMS, INC.	2,010	null	1	1	1	10	null	LA	49-3041
emp_3b7e34ba5510e6a3	TRIPLE H FARMS	TRIPLE H FARMS, LLC	2,010	null	1	1	1	6	null	LA	45-2091
emp_93f8b8c2119da81c	ERNESTO BARAJAS HARVESTING	ERNESTO BARAJAS HARVESTING	2,010	null	0	0	1	102	null	FL	null
emp_64e5584abe54c085	ADAMS LAND AND CATTLE	ADAMS LAND & CATTLE COMPANY	2,010	null	0	0	2	25	null	NE	null
emp_6b0ac6bb29d9cb06	LIONEL MOUNIER JR FARM	LIONEL MOUNIER JR FARM	2,010	null	0	0	1	16	null	LA	null
emp_85211d0a07fa1553	NEED MORE SHEEP CO HENRY C VOGLER	NEED MORE SHEEP CO/HENRY C. VOGLER	2,010	null	0	0	1	6	null	NV	null
emp_11ef666f387ed0b9	JR CUSTOM HARVESTING	JR CUSTOM HARVESTING COMPANY	2,010	null	0	0	2	230	null	AZ	null
emp_fe47b52e2593285f	HORSE SHOE SHEEP CO MATTHEW PHILLIPS	HORSE SHOE SHEEP CO/MATTHEW PHILLIPS	2,010	null	0	0	1	7	null	ID	null
emp_ac0ffb0c87b1e2be	JOHN INGALLS	JOHN INGALLS	2,010	null	0	0	1	8	null	IA	null
emp_0ccd7eb440d4ab18	HAYRE HARTER RANCHES	HAYRE-HARTER RANCHES LLC DBA H-H RANCHES LLC	2,010	null	0	0	1	7	null	TX	null
emp_7a40100c83c2830a	FLORIDA PACIFIC FARMS	FLORIDA PACIFIC FARMS, INC.	2,010	null	0	0	2	231	null	FL	null
emp_53351517da829de6	RED PINE LAND AND LIVESTOCK STEPHEN OSGUTHORPE	RED PINE LAND & LIVESTOCK/STEPHEN OSGUTHORPE	2,010	null	0	0	1	4	null	UT	null
emp_5f3b978f956995a4	ALLEN LIVESTOCK LAWRENCE P ALLEN	ALLEN LIVESTOCK/LAWRENCE P. ALLEN	2,010	null	0	0	1	3	null	CO	null
emp_ba2a0209ddc807bb	HOWARD MANAGEMENT CHAD EDGINGTON	HOWARD MANAGEMENT/CHAD EDGINGTON	2,010	null	0	0	1	5	null	UT	null
emp_5d2c45911e80d769	M AND T ENTERPRISES LLC NORITA TRUSSELL	M & T ENTERPRISES LLC, NORITA TRUSSELL	2,010	null	0	0	3	3	null	WY	null
emp_4da9f186a8d1aa8b	AUSTIN TREE FARM	AUSTIN TREE FARM, INC.	2,010	null	0	0	1	4	null	TX	null
emp_c13955ed9aac22e2	HOTCHKISS RANCHES	HOTCHKISS RANCHES, INC.	2,010	null	0	0	1	10	null	CO	null
emp_e99128f36a879763	SECURE STORAGE	SECURE STORAGE, LLC	2,010	null	0	0	1	1	null	CO	null
emp_11354818f31e9c24	PHILLIPS BROTHERS FARM AND LIVESTOCK LLC JESSE AND NAT	PHILLIPS BROTHERS FARM & LIVESTOCK LLC/JESSE & NAT	2,010	null	0	0	1	7	null	ID	null
emp_597eddc4719af706	JOSEPH AUZA SHEEP CO LLC JOSEPH AUZA JR	JOSEPH AUZA SHEEP CO LLC/JOSEPH AUZA, JR	2,010	null	0	0	1	7	null	AZ	null
emp_5941f3e255ddadca	THEOS SWALLOW FORK RANCH ANGELO THEOS	THEOS SWALLOW FORK RANCH/ANGELO THEOS	2,010	null	0	0	1	4	null	CO	null
emp_65fc24e196170a46	JOHN MIKKELSEN SHEEP FARM	JOHN MIKKELSEN SHEEP FARM	2,010	null	0	0	1	2	null	UT	null
emp_89aa629e00aebaf3	REDBULL RANCH DAVID DASHIELL	REDBULL RANCH/DAVID DASHIELL	2,010	null	0	0	1	1	null	WA	null
emp_09b9eb1bc6d22aee	LAUREL SPRINGS CHRISTMAS TREE FARM	LAUREL SPRINGS CHRISTMAS TREE FARM LLC	2,010	null	0	0	2	24	null	NC	null
emp_13e8d077bfcb5897	STANTON J GLEAVE	STANTON J. GLEAVE	2,010	null	0	0	2	3	null	UT	null
emp_9eae4e23c6378ba2	FLORENCE FARMS	FLORENCE FARMS, LLC	2,010	null	0	0	1	2	null	LA	null
emp_f06ca86b01fed65b	ERIC HETZEL CRAWFISH	ERIC HETZEL CRAWFISH	2,010	null	0	0	1	6	null	LA	null
emp_21c0e0adc092962a	JDS NURSERY	JDS NURSERY	2,010	null	0	0	1	4	null	MS	null
emp_a6499f920563781a	SUNNY SOUTH PACKING	SUNNY SOUTH PACKING COMPANY, INC.	2,010	null	0	0	1	48	null	FL	null
emp_78839849ab4094cc	LEHFELDT RAMBOUILLETS WILLIAM R LEHFELDT	LEHFELDT RAMBOUILLETS/WILLIAM R. LEHFELDT	2,010	null	0	0	2	5	null	MT	null
emp_cd574cff4d43457e	AL CRAMER FARMS	AL CRAMER FARMS	2,010	null	0	0	1	3	null	LA	null
emp_49296019a250731a	BAR T DIAMOND RANCH TIM THOMPSON	BAR T DIAMOND RANCH/TIM THOMPSON	2,010	null	0	0	1	1	null	MT	null
emp_bf95efe4d4309dca	RAY OR BRIAN OKELBERRY	RAY OR BRIAN OKELBERRY	2,010	null	0	0	1	7	null	UT	null
emp_e252269cf0c4faa1	WILLIAM GARY ROSE	WILLIAM GARY ROSE	2,010	null	0	0	1	1	null	UT	null
emp_b6802675eb5a4a20	LAMM BROTHERS	LAMM BROTHERS LLC	2,010	null	0	0	1	8	null	LA	null
emp_50f83bbd0cdab2ba	HAROLD SELMAN	HAROLD SELMAN, INC.	2,010	null	0	0	1	4	null	UT	null
emp_39c736d164939f4a	GARDNER LIVESTOCK THOMAS GARDNER	GARDNER LIVESTOCK/THOMAS GARDNER	2,010	null	0	0	1	3	null	UT	null
emp_ac4bfd57fc993bdb	HALE AND HINES NURSERY	HALE & HINES NURSERY	2,010	null	0	0	1	11	null	TN	null
emp_2d1fa580c0952afc	T I RANCHES KENNETH JONES	T I RANCHES/KENNETH JONES	2,010	null	0	0	1	1	null	NV	null
emp_072a1f9ba30c7a03	B K FEED AND FERTILIZER	B-K FEED & FERTILIZER, INC.	2,010	null	0	0	1	5	null	OK	null
emp_70f6b5b6b4e4d08f	DOMINO FARM	DOMINO FARM	2,010	null	0	0	1	3	null	NY	null
emp_ae5c7dce4f22f748	BRADLEY OR NANCY HANKS	BRADLEY OR NANCY HANKS	2,010	null	0	0	1	6	null	LA	null
emp_996de87925d3b4b6	T A F SHEARING	T.A.F. SHEARING COMPANY	2,010	null	0	0	1	7	null	ID	null
emp_1f73c14eac5b861f	MERRYLAND FARM	MERRYLAND FARM, LLC	2,010	null	0	0	2	14	null	MD	null
emp_e6c5a15df85ca174	HB HARVESTING	HB HARVESTING, INC.	2,010	null	0	0	1	110	null	FL	null
emp_6df07b5f34193e4f	DESOTO FRUIT AND HARVESTING	DESOTO FRUIT & HARVESTING, INC.	2,010	null	0	0	3	415	null	FL	null
emp_3e22307a5cfd7ab7	GREG AND LANA EICHSTADT	GREG & LANA EICHSTADT	2,010	null	0	0	1	2	null	SD	null
emp_a12d5c6e57c74b67	BEAR CREEK FISHERIES	BEAR CREEK FISHERIES	2,010	null	0	0	1	10	null	MS	null
emp_d44823bcf2ba453c	ROLAND S MONTEMAYOR MONTEMAYOR SHEEP SHEARING	ROLAND S. MONTEMAYOR/MONTEMAYOR SHEEP SHEARING	2,010	null	0	0	1	12	null	CA	null
emp_6a2ee96c856cecc5	PAUL JOHNSON	PAUL JOHNSON	2,010	null	0	0	1	1	null	MT	null
emp_d5f309eba80705b3	MITY MOLE	MITY MOLE, INC.	2,010	null	0	0	2	150	null	FL	null
emp_327065e11e1c685d	RAFTOPOULOS RANCHES	RAFTOPOULOS RANCHES	2,010	null	0	0	6	25	null	CO	null
emp_d2dfea523d4276a8	NICHOLAS P VONDENSTEIN	NICHOLAS P VONDENSTEIN	2,010	null	0	0	1	5	null	LA	null
emp_a405ba3a257ad542	ORNELAS HARVESTING	ORNELAS HARVESTING, INC.	2,010	null	0	0	2	215	null	GA	null
emp_1dd3d969869f7275	DARRELL ENTZMINGER AND SONS	DARRELL ENTZMINGER & SONS	2,010	null	0	0	2	12	null	ND	null
emp_a78437eb61a0f64d	S AND H FARM LABOR	S & H FARM LABOR, LLC	2,010	null	0	0	4	1,359	null	AZ	null
emp_26345323edd2818f	KEESECKER AGRI BUSINESS	KEESECKER AGRI BUSINESS INC	2,010	null	0	0	1	7	null	KS	null
emp_076b1cbb51f4df68	BLAND FARMS	BLAND FARMS LLC	2,010	null	0	0	9	775	null	NY	null
emp_c281d4e3a65634ba	RIVER VALLEY HORT	RIVER VALLEY HORT.	2,010	null	0	0	2	10	null	AR	null
emp_4f656dad2110b581	A AND F SHEEP CO MEMBER 00101	A & F SHEEP CO MEMBER #00101	2,010	null	0	0	2	3	null	CA	null
emp_dec5e5d5c81df7cd	BASTERRECHEA SHEEP RANCH MEMBER 00341	BASTERRECHEA SHEEP RANCH MEMBER#00341	2,010	null	0	0	1	1	null	CA	null
emp_37195fd7f21a1806	E A ANDERSON IAN ANDERSON MEMBER 00106	E.A. ANDERSON / IAN ANDERSON MEMBER#00106	2,010	null	0	0	1	1	null	CA	null
emp_afdaed04deb51ac8	EUREKA LIVESTOCK MEMBER 00820	EUREKA LIVESTOCK MEMBER#00820	2,010	null	0	0	1	1	null	CA	null
emp_950bbd1266aaf1d4	HAY BROS SHEEP MEMBER 01355	HAY BROS. SHEEP MEMBER #01355	2,010	null	0	0	2	3	null	CA	null
emp_92a1588b68b488cf	NAPA VALLEY LAMB CO MEMBER 02108	NAPA VALLEY LAMB CO. MEMBER#02108	2,010	null	0	0	1	1	null	CA	null
emp_e88b5d748131878f	NISSEN RANCH MEMBER 02125	NISSEN RANCH MEMBER#02125	2,010	null	0	0	1	1	null	CA	null
emp_b332ce6351943a08	PETE SWANSON MEMBER 02755	PETE SWANSON MEMBER #02755	2,010	null	0	0	1	1	null	CA	null
emp_f4a588af7d28ebe7	ROBERT CARREIRO MEMBER 00567	ROBERT CARREIRO MEMBER#00567	2,010	null	0	0	1	2	null	CA	null
emp_dfa9a23de248b7ea	TERRI OYARZUN	TERRI OYARZUN DBA GOATS R US MEMBER#01420	2,010	null	0	0	3	6	null	CA	null
emp_5f57476cdda17db8	20 MILE SHEEP CO MEMBER 02810	20 MILE SHEEP CO. MEMBER#02810	2,010	null	0	0	2	3	null	CO	null
emp_cbf009f7405c58b3	CAMPBELL HANSMIRE SHEEP MEMBER 00559	CAMPBELL HANSMIRE SHEEP MEMBER#00559	2,010	null	0	0	2	3	null	CO	null
emp_15a843928c233193	ERNIE ETCHART MEMBER 01075	ERNIE ETCHART MEMBER#01075	2,010	null	0	0	1	2	null	CO	null
emp_c3fc375f75d0ab85	NOTTINGHAM LAND AND LIVEST MEMBER 02142	NOTTINGHAM LAND & LIVEST MEMBER#02142	2,010	null	0	0	1	19	null	CO	null
emp_6f15658deea7f001	THE PINEY VALLEY RANCHES TRUST MEMBER 02312	THE PINEY VALLEY RANCHES TRUST MEMBER#02312	2,010	null	0	0	1	3	null	CO	null
emp_c1029259e3f95244	BASTERRECHEA SHEEP RANCH MEMBER 00340	BASTERRECHEA SHEEP RANCH MEMBER#00340	2,010	null	0	0	1	1	null	ID	null
emp_0a58b82c3593a83a	DENIS OR LAURIE KOWITZ MEMBER 01648	DENIS OR LAURIE KOWITZ MEMBER#01648	2,010	null	0	0	1	2	null	ID	null
emp_322029ce5c17f369	ETCHEVERRY SHEEP CO MEMBER 01120	ETCHEVERRY SHEEP CO MEMBER#01120	2,010	null	0	0	1	4	null	ID	null
emp_2387289234c4032b	FAULKNER LAND AND LVST MEMBER 01170	FAULKNER LAND AND LVST. MEMBER #01170	2,010	null	0	0	1	6	null	ID	null
emp_2b183238bc27e24a	FLAT TOP SHEEP CO C O JOHN PEAVEY MEMBER 01178	FLAT TOP SHEEP CO. C/O JOHN PEAVEY MEMBER#01178	2,010	null	0	0	1	1	null	ID	null
emp_11467a8aecce4985	KEM WIXON MEMBER 83221	KEM WIXON MEMBER#83221	2,010	null	0	0	1	3	null	ID	null
emp_e4d929a4f95c588a	LAVA LAKE LAND AND LVS ID MEMBER 1754	LAVA LAKE LAND & LVS - ID MEMBER#1754	2,010	null	0	0	1	4	null	ID	null
emp_29dd9a3d3fe17816	NOH SHEEP COMPANY MEMBER 02130	NOH SHEEP COMPANY MEMBER#02130	2,010	null	0	0	1	1	null	ID	null
emp_fcf3468d8ad22ba9	JAVIER ONAINDIA	JAVIER ONAINDIA / DBA PA SHEEP CO.	2,010	null	0	0	1	1	null	CA	null
emp_791bea6ddb7a2360	PICKETT RANCH AND SHEEP COMPANY MEMBER 02314	PICKETT RANCH & SHEEP COMPANY MEMBER #02314	2,010	null	0	0	1	2	null	ID	null
emp_9d8f0d4625873ea3	SALMON FALLS SHEEP PARTNERSHIP MEMBER 02500	SALMON FALLS SHEEP PARTNERSHIP MEMBER #02500	2,010	null	0	0	1	2	null	ID	null
emp_6378746e714ab006	SHIRTS BROS SHEEP MEMBER 02608	SHIRTS BROS. SHEEP MEMBER#02608	2,010	null	0	0	1	6	null	ID	null
emp_a059bf3acc560241	SOULEN LIVESTOCK COMPANY MEMBER 02675	SOULEN LIVESTOCK COMPANY MEMBER#02675	2,010	null	0	0	1	2	null	ID	null
emp_0bdf1ca2a5ae1845	UNIVERSITY OF IDAHO MEMBER 02842	UNIVERSITY OF IDAHO MEMBER#02842	2,010	null	0	0	1	2	null	ID	null
emp_97a6e116432f18c1	HELLE LIVESTOCK MEMBER 01385	HELLE LIVESTOCK MEMBER#01385	2,010	null	0	0	1	1	null	MT	null

End of preview. Expand in Data Studio

US Work Visa & Salary Disclosures (H-1B, PERM, LCA)

14.5M salary disclosure records from official US Department of Labor and USCIS visa filings (H-1B LCAs, PERM) — employer, job title, wage and worksite, spanning FY2008 to the latest fiscal year.

Part of the DataForge Open Data program — full production packages, free for academic and personal use. Canonical dataset page: https://data.zalize.com/datasets/us-work-visa-salary-dataset

Formats & how to load

Native parquet (snappy) shards live under data/<table>/ and are rendered directly by the Dataset Viewer above. Original release zips (with CSV/JSONL copies, data dictionary, datasheet and QA report) are archived under archive/ and on https://dl.zalize.com/open-data.

Table (config)	Rows	Parquet shards	Size
`employer_profiles`	1,836,381	1	96.2 MB
`filings`	11,776,395	2	651.0 MB
`uscis_h1b_employers`	826,943	1	41.2 MB
`wage_benchmarks`	95,888	1	3.4 MB

# pandas
import pandas as pd
df = pd.read_parquet("hf://datasets/zalizedata/us-work-visa-salary-dataset/data/employer_profiles/employer_profiles-00000-of-00001.parquet")

# polars (lazy, all shards)
import polars as pl
lf = pl.scan_parquet("hf://datasets/zalizedata/us-work-visa-salary-dataset/data/employer_profiles/*.parquet")

# duckdb
import duckdb
rel = duckdb.sql("SELECT * FROM 'hf://datasets/zalizedata/us-work-visa-salary-dataset/data/employer_profiles/*.parquet' LIMIT 10")

Archived zips: visa_salaries-tier1-L-2026-08-02.zip, visa_salaries-tier1-M-2026-08-02.zip, visa_salaries-tier1-S-2026-08-02.zip

Packages in this repo

Package	Tier	Rows	Size	SHA-256
`visa_salaries-tier1-S-2026-08-02.zip`	S	1,814,772	212.8 MB	`ef1e0012c66e3dd4ddfc0767bc41c5cab86487edc268444131d227ec40f8a197`
`visa_salaries-tier1-M-2026-08-02.zip`	M	915,005	109.2 MB	`529f093717cded5635d4becb7fc34c346535dd9f1027b6c027bccb2e11622782`
`visa_salaries-tier1-L-2026-08-02.zip`	L	14,535,607	1.68 GB	`7536976acc639e0594100656b356eba01f7700fc840c28f02a292ca4a92d8d9f`

All files are also served from the machine-readable open-data index: https://dl.zalize.com/open-data (per-package URL: https://dl.zalize.com/open-data/<package_id>).

What you get

S — California snapshot: 1,814,772 disclosure records
M — Latest year, all programs: 915,005 records
L — Longitudinal full pack: 14,535,607 records (FY2008+)
Employer, job title, wage, worksite and case status fields
Data dictionary, datasheet and QA report included

Use cases

Compensation benchmarking
Talent-market research
Immigration analytics
Employer hiring intelligence

Source & methodology

US DOL OFLC disclosure files + USCIS H-1B data

Coverage, update cadence and the full field-level data dictionary are on the dataset page: https://data.zalize.com/datasets/us-work-visa-salary-dataset (DATA-DICTIONARY.md and DATASHEET.md are inside each package zip).

License

Dual license — CC BY-NC 4.0 (DataForge curated layer; academic/personal use, attribution + backlink required); commercial use requires a DataForge commercial license. Upstream data: public domain, U.S. federal government work (17 U.S.C. §105)

Academic / personal use: CC BY-NC 4.0 on the DataForge curated layer — attribution and a backlink to https://data.zalize.com are required.
Commercial use: requires a DataForge commercial license — contact us via the portal.
Upstream license terms continue to apply to the underlying data.

Citation

DataForge (data.zalize.com), built from official US DOL/USCIS disclosure files — https://data.zalize.com/datasets/us-work-visa-salary-dataset

DOI (Zenodo mirror): 10.5281/zenodo.21812582 · GitHub Release mirror: https://github.com/wookat/dataforge-pipelines/releases/tag/open-data-visa-salaries

Usage

from datasets import load_dataset

ds = load_dataset("zalizedata/us-work-visa-salary-dataset", "employer_profiles", split="train")
print(ds[0])

Available configs: employer_profiles, filings, uscis_h1b_employers, wage_benchmarks.

Related datasets

More DataForge open datasets in Jobs & Labor Market:

Full catalog (25 datasets): https://data.zalize.com/open-data · all HF repos: https://huggingface.co/zalizedata

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