Yearly pay that US employers offered in certified work-visa filings (official public data, summarized): H-1B
(kind h1b, default), E-3 (e3) and PERM green card filings (perm), by fiscal year (October to September) since
2020, per employer, job group (official occupation code, e.g. 15-1252 Software Developers) and worksite city,
metro area or state: filings, workers, median, 25th and 75th percentile and mean pay, the median prevailing wage
and the most common job title. Groups with fewer than 3 filings show counts only. year defaults to the newest
complete fiscal year.
view "employers" (default): employers ranked by filings (or sort "median") in the US: find one by query (name
words, e.g. "google") or ticker (e.g. AMZN, GOOGL, INFY: every employer name linked to it); job ranks employers
for one job group (e.g. "the highest paying employers of software developers": job "15-1252", sort "median",
filters {"min_filings": 50}).
view "employer": one employer (employer = employer_id or slug from view employers, or ticker: its largest
employer name): pay by year, top job groups, top cities and the top job x city groups.
view "jobs": job groups with US pay (query = title words, e.g. "data scientist"; area for one place).
view "job": one job group (job = code, e.g. "15-1252"): pay by year, top employers, metro areas, cities, states.
view "areas": places ranked by filings or pay (by = state, metro (default) or city; state narrows; job for one
job group, e.g. software developer pay by metro area).
view "area": one place (area = US, a state code such as CA, a metro area code such as 41940, or a slug from view
areas, e.g. "seattle-wa"): pay by year, top job groups and top employers.
view "totals": all employers by year (by "year", default; with job and/or area), or ranked by state, metro, city
or job for one year.
A filing is an offer for a position, not a hire. Say the fiscal year and that it is offered pay.
College costs and graduate pay (official public data, US colleges operating now; added 10/09/2026):
view "colleges": colleges ranked or searched: query (name words) or state; filters e.g. {"ownership": "public",
"level": "four_year", "max_net_price": 20000, "max_admission_rate": 0.3, "size": "large", "type": "hbcu",
"city": "Austin", "county": "Travis"}; sort enrollment (default), net_price, tuition_in_state, admission_rate,
earnings_10yr, median_debt, debt_to_earnings, completion_rate or repayment_rate (rankings leave out colleges with
fewer than 500 undergraduates unless filters {"min_enrollment": 0}). Net price = yearly cost after grants;
earnings = median of former students 10 years after they started.
view "college": one college (college = college_id or slug from view colleges, or query: the best name match):
every measure, its biggest and best paid programs, tuition and net price by year, its earnings rank, medians to
compare.
view "college_programs": programs (field of study x credential) with graduates, median debt and median earnings 1
and 4 years after completion: one college's programs (college), or a field across colleges ranked by earnings
(field = 4-digit code such as 1107 computer science or 5138 nursing, or a 2-digit family such as 11; or query =
words of the field title); filters e.g. {"credential": "bachelor", "ownership": "public"}; sort earnings_1yr,
earnings_4yr, median_debt, debt_to_earnings or completions.
view "college_fields": fields of study (majors) ranked by the median earnings of their programs 1 year after
completion ("which majors pay the most?"): filters e.g. {"credential": "bachelor"}; field or query narrow it.
Small programs' earnings and debt are withheld for privacy (null). Say these are medians of graduates who work.