📊 Government-Sourced • Updated Annually • Ready-to-Use

U.S. Salary & Employment Data
Ready for Your Product

Structured, cleaned, and enriched datasets from BLS, U.S. Census, and College Scorecard. What takes weeks of data engineering, we deliver in minutes. CSV exports or API access.

800+ Occupations Tracked
28,000+ U.S. Cities
6,000+ Colleges & Universities
3 Federal Data Sources

What Data Is Available

Four comprehensive datasets, cross-referenced and enriched. Every field is cleaned, validated, and ready to integrate into your product.

💰

Salary & Wage Data

Median and mean salaries, hourly wages, wage percentiles (10th–90th), and year-over-year changes for 800+ occupations across all 50 states.

Key fields: Occupation, SOC Code, State, Median Annual, Mean Annual, Hourly Rate, Percentiles, Employment Count, YoY Change
~34,000 data points
📈

Employment & Outlook

Employment counts by occupation and state, location quotients, industry concentrations, and career progression pathways.

Key fields: Employment Count, Jobs per 1K, Location Quotient, Industry Distribution, Growth Projections
~34,000 data points
🏙️

City & Demographics

Population, median household income, poverty rate, housing costs, commute data, education levels, and demographic breakdowns for 28,000+ cities and towns.

Key fields: City, State, Population, Median Income, Housing Costs, Rent, Poverty Rate, Education %, Demographics
~28,500 data points
🎓

College Outcomes

Median earnings after graduation, acceptance rates, enrollment, tuition costs, financial aid, and completion rates for 6,000+ accredited institutions.

Key fields: Institution, Earnings (1yr, 4yr, 10yr), Acceptance Rate, Enrollment, Net Price, Completion Rate, SAT/ACT
~6,000 data points

Why Not Just Use Raw Government Data?

You could download BLS and Census files yourself. Here's what you'd be signing up for.

Raw BLS / Census / Scorecard

  • Hundreds of separate files per year
  • Inconsistent column names across releases
  • SOC code changes require manual mapping
  • No cross-referencing between datasets
  • No calculated fields (YoY, COL-adjusted)
  • Weeks of ETL engineering per update cycle
  • You maintain the pipeline forever

AmericaByNumbers Data Licensing

  • Single structured export per data category
  • Consistent schema across all years
  • SOC codes pre-mapped and normalized
  • Salary + City + College cross-referenced
  • YoY deltas, COL adjustments, percentiles pre-calculated
  • New data delivered within 48 hours of government release
  • We maintain the pipeline — you build your product

Who Uses Our Data

Trusted by teams who need reliable U.S. labor market data without building their own ETL pipeline.

💻

HR & Compensation Software

Power salary benchmarking tools, compensation analysis dashboards, and pay equity reports with comprehensive BLS wage data.

🔍

Recruiting & Talent Platforms

Enrich job listings with local salary ranges, show candidates cost-of-living comparisons, and analyze talent market conditions by location.

🏠

Relocation & Real Estate

Help clients compare cities by income, housing costs, and employment opportunities. Power relocation tools with city-level demographic data.

📚

Education & Career Platforms

Show students what graduates earn by major and institution. Build career exploration tools backed by real earnings data.

📊

Research & Consulting

Access structured datasets for labor market research, economic analysis, and client reports without building your own data infrastructure.

💰

Financial Services

Inform lending decisions, financial planning tools, and market analyses with local income and employment data.

Simple, Transparent Pricing

Start with a free sample. Upgrade when you're ready. No long-term contracts.

Starter
$99/mo
Single data category
  • 1 dataset (choose Salary, City, or College)
  • CSV export (monthly download)
  • Annual update included
  • Standard support
Get Started
Enterprise
$2,000/mo
Custom + white-label
  • Everything in Professional
  • Custom data fields & formats
  • White-label licensing rights
  • Historical data (multi-year)
  • Dedicated account manager
  • SLA with uptime guarantee
Contact Sales
Custom
Let's Talk
Tailored to your needs
  • Custom dataset combinations
  • Bulk historical data
  • On-premise delivery option
  • Custom SLA & terms
  • Multi-year agreements
Contact Sales

All plans include a 14-day money-back guarantee. Annual billing available at 20% discount.

Data Sources: All data is sourced exclusively from official U.S. government releases. We do not estimate, model, or fabricate data points.

Bureau of Labor Statistics (BLS OEWS) U.S. Census Bureau (ACS) Dept. of Education (College Scorecard)
Request a Free Sample Dataset

No commitment. Evaluate our data quality before deciding.

Frequently Asked Questions

What data is available through AmericaByNumbers data licensing?

We offer structured data across four categories: salary data (800+ occupations across 50 states), employment statistics, city demographics (28,000+ cities), and college outcomes (6,000+ institutions). All sourced from BLS OEWS, U.S. Census ACS, and the College Scorecard.

How is this different from accessing BLS or Census data directly?

Raw government data requires significant cleaning, normalization, and cross-referencing. Our datasets are structured, de-duplicated, enriched with calculated fields (year-over-year changes, cost-of-living adjustments, percentile breakdowns), and delivered in ready-to-use formats. What takes weeks of data engineering, we deliver in minutes.

Can I get a sample dataset before purchasing?

Yes. We provide free sample datasets for every data category so you can evaluate structure, coverage, and quality before committing. Request a sample through the form below and we'll send it within 24 hours.

What formats are available?

Data is available as CSV exports (all tiers), JSON API access (Professional and Enterprise tiers), and custom formats on request. API documentation is provided upon signup.

How often is the data updated?

Salary data updates annually when the BLS releases new OEWS figures (typically Q1). Census data updates annually with new ACS releases. College Scorecard data updates annually. All subscribers receive new data within 48 hours of government releases.

Is there a long-term contract?

No. All plans are billed monthly with no long-term commitment. Enterprise plans offer optional annual billing at a 20% discount. You can upgrade, downgrade, or cancel at any time.

Get Started with a Free Sample

Tell us what you need and we'll send a sample dataset within 24 hours — no commitment, no credit card.

We typically respond within 24 hours with a sample tailored to your use case.

By submitting, you agree to our Privacy Policy. We'll only use your information to prepare your sample and follow up on your inquiry.