Levels.fyi Compensation Scraper
Pricing
Pay per event
Scrape verified tech compensation data from Levels.fyi by company — total comp, base salary, stock, bonus, and level breakdowns by job family, normalized into one row per data point for CSV, JSON, or API export.
granularity
Required
Which mode produced this row — 'individual_submission' (company_job_family) or 'aggregate_title' (company_overview).
company
Required
Company display name.
company_slug
Required
Input companies entry (levels.fyi URL slug).
job_family
Optional
Job family display name.
job_family_slug
Optional
Job family URL slug.
title
Optional
Job title.
level
Optional
Level code, e.g. 'L3'. Null in overview mode.
track
Optional
Focus tag / track, e.g. 'ML / AI'.
location
Optional
Location string. Null in overview mode.
years_of_experience
Optional
Years of experience.
years_at_company
Optional
Years at the company.
base_salary
Optional
Base salary. Null in overview mode — no base/stock/bonus split available at that granularity.
stock_annual_value
Optional
Average annual stock grant value.
bonus_annual_value
Optional
Average annual bonus value.
total_compensation
Optional
Total compensation — per-submission value in company_job_family mode, median in company_overview mode.
currency_code
Required
ISO currency code (locationCurrency).
offer_date
Optional
ISO 8601 offer date. Null in overview mode.
level_submission_count
Optional
The level/title bucket's total submission count.
level_submission_count_last_12_months
Optional
The level bucket's trailing-12-month submission count (company_job_family mode only). The embedded samples array is a bounded preview, not the full submission set — compare this count against how many rows you actually received for the same level to see how much of the population a given row-set represents.
source_url
Required
The fetched page URL this row was parsed from.
scraped_at
Required
ISO-8601 UTC row creation timestamp.
