Data downloads
AI hiring data you can download
Totals and statistics from the same live data as the site, as CSV. We publish aggregates only: no individual postings and no job descriptions, which stay with the employer. See the method.
- companies.csv
Open roles by company
One row per tracked company: open roles, recent additions, published pay and stated remote roles.
Columns
- company
- Company name
- slug
- RoleRadar identifier; the company page is /companies/<slug>
- source
- The official job board the roles are read from
- open_roles
- Open roles on the company's board at the last check
- new_last_7_days
- Roles first seen in the last 7 days (excludes the first import of a newly added company)
- with_published_pay
- Open roles whose posting publishes a pay range
- remote_as_stated
- Open roles the employer states are remote
- last_verified_utc
- When RoleRadar last read the board successfully
- generated_utc
- When this file was generated
- roles.csv
Open roles by role group
One row per RoleRadar role group: entry-level roles, remote share, PhD required and the median years of experience asked for.
Columns
- role
- Role group (RoleRadar's classification from the job title)
- open_roles
- Open roles in the group
- entry_level
- Internship, new-grad, residency, fellowship, apprenticeship or junior roles
- remote_as_stated
- Roles the employer states are remote
- phd_required
- Roles whose posting requires a PhD (preferred is not counted here)
- median_min_years_stated
- Median of the smallest number of years each posting asks for, among postings that state one; empty if none do
- generated_utc
- When this file was generated
- skills.csv
Skills named in open roles
Every skill on RoleRadar's published list with how many open roles mention it. A count of mentions, not a ranking of importance.
Columns
- skill
- Skill name
- group
- Skill group
- open_roles_mentioning
- Open roles whose posting mentions the skill
- share_of_open_roles_pct
- Percentage of all open roles, one decimal
- generated_utc
- When this file was generated
- salaries.csv
Published pay in US dollars
Statistics of annual base pay ranges that employers published in USD, by role group, level and company. Groups with fewer than 3 published ranges are left out. Never estimated.
Columns
- breakdown
- role, level or company
- group
- The role group, level or company
- published_ranges
- Number of published annual USD ranges
- p25_midpoint_usd
- 25th percentile of range midpoints
- median_midpoint_usd
- Median of range midpoints
- p75_midpoint_usd
- 75th percentile of range midpoints
- lowest_min_usd
- Lowest published minimum
- highest_max_usd
- Highest published maximum
- generated_utc
- When this file was generated
- locations.csv
Open roles by country and city
Open roles by country and by city. A role listed in several places counts once in each. Countries are inferred from location names; cities come from a fixed list and are never guessed.
Columns
- level
- country or city
- name
- Country or city name
- country_code
- ISO 3166-1 alpha-2 code
- open_roles
- Open roles listing this place
- companies
- Companies with at least one such role
- remote_as_stated
- For countries: roles the employer states are remote; empty for cities
- generated_utc
- When this file was generated