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Levels.fyi Salary Scraper

Scrape salary data from Levels.fyi — individual salary submissions with company, role, level, location, YoE, and full comp breakdown. No API key needed.

Features

• 1 row = 1 salary submission: each individual submission is its own row with full comp breakdown
• 2 scraping modes: specific company×role combos, or all roles for given companies
• Per-level context: median TC, base, stock, bonus for each career level (L3–L8, IC1–IC6, etc.) denormalized on each row
• Percentile data: p10/p25/p50/p75/p90 for total comp, base salary, stock grants, and bonus
• 80 job families: software engineer, product manager, data scientist, and 77 more
• 3,000+ companies: from FAANG to startups — every company with data on Levels.fyi
• Company metadata: industry, HQ location, employee count, funding stage, vesting type, ticker
• Sub-title breakdowns: specializations within each role (e.g. "Backend SWE", "ML Engineer") with median TC
• No headless browser: pure HTTP + JSON — fast, cheap, reliable

Input

Usage Examples

Scrape Google Software Engineer salaries:

{
"mode":"specific",
"companies":["google"],
"roles":["software-engineer"]
}

Scrape all roles at FAANG companies:

{
"mode":"companies",
"companies":["google","meta","apple","amazon","netflix"]
}

Scrape multiple roles at multiple companies:

{
"mode":"specific",
"companies":["stripe","coinbase","databricks"],
"roles":["software-engineer","product-manager","data-scientist"]
}

Output

Each result is one individual salary submission. For example, "Google × Software Engineer" at level L3 with 15 recent submissions produces 15 rows. Company, role, and level metadata is denormalized into every row for easy filtering and export.

Example Row

{
"uuid":"d0c6e935-...",
"offerDate":"2026-03-18T10:02:08.653+00:00",
"yearsOfExperience":12,
"yearsAtCompany":3,
"focusTag":"Data",
"location":"New York, NY",
"baseSalary":120000,
"totalCompensation":160000,
"stockGrantAnnual":40000,
"bonusAnnual":0,
"company":"Google",
"companySlug":"google",
"companyId":1,
"industry":"Tech",
"ticker":"GOOG",
"hqCity":"Mountain View",
"hqState":"California",
"employeeCount":258750,
"fundingStage":"post_ipo",
"vestingType":"RSU",
"role":"Software Engineer",
"roleSlug":"software-engineer",
"level":"L3",
"levelSecondaryName":"SWE II",
"levelMedianTC":204005,
"levelAvgBase":157074,
"levelAvgStock":33157,
"levelAvgBonus":13774,
"levelSubmissions":54,
"levelSubmissionsLast12Mo":904,
"levelUrl":"/companies/google/salaries/software-engineer/levels/l3",
"roleTotalSubmissions":21959,
"percentiles":{
"totalComp":{"p10":175000,"p25":206000,"p50":319000,"p75":398750,"p90":490000},
"baseSalary":{"p10":150000,"p25":166000,"p50":199000,"p75":220000,"p90":242000},
"stockGrant":{"p10":25000,"p25":40000,"p50":90000,"p75":140000,"p90":200000},
"bonus":{"p10":0,"p25":0,"p50":30000,"p75":38750,"p90":48000}
},
"subTitles":[
{"title":"Backend Software Engineer","slug":"backend-software-engineer","medianTC":285000,"count":524}
],
"currency":"USD",
"scrapedAt":"2026-04-16T17:30:00Z",
"sourceUrl":"https://www.levels.fyi/companies/google/salaries/software-engineer"
}

Output Fields

Pricing

Pay Per Result — each individual salary submission is one row.

Free tier: test with a few company×role combos before committing.

Available Role Slugs

All 80 job families supported by Levels.fyi:

What Stops the Actor

The actor stops when any of these conditions is met (whichever comes first):

1. All requests completed — every company × role combination has been scraped.
2. Max results reached — the maxResults limit is hit. The actor saves all rows collected so far and stops.
3. Timeout reached — the timeoutSeconds limit is hit. The actor saves all data collected so far and exits gracefully.

In all cases, data already pushed to the dataset is preserved.

Limitations

• Data freshness: Levels.fyi caches pages at CDN for 6 hours. Data reflects submissions up to that window.
• Coverage: Not all companies have data for all 80 roles. Most companies have 2–10 roles with salary data.
• Currency: All compensation figures are in USD. Non-US salaries are converted to USD by Levels.fyi.
• Submissions per level: Each level returns 10–20 recent submissions, not the full history.
• BuildId rotation: Levels.fyi changes its internal buildId on each deploy. The actor handles this automatically — if a request fails, it re-extracts the buildId and retries.
• Volume: ~20,000–30,000 company×role pages exist in total. A full catalog crawl takes several hours. Use maxResults or timeoutSeconds to cap runs.