Does your resume match data or ML jobs?
Compare your profile to 400 open data or ML roles across 37 monitored companies — updated from live career sites, not a black-box ATS score.
Upload your resume to see how you match data or ML jobs
Create a free account — we'll compare your resume to live listings from companies we monitor daily.
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Top skills in open roles
Sign up to see which of these appear on your resume and what you might be missing.
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How this page works
Skills and gaps are computed from data or ML listings RoleMonitor crawls daily from official company career sites.
- RoleMonitor crawls official company career sites daily — not stale job board aggregators.
- Listings refresh within 24 hours of each import; closed roles are removed when they leave the source site.
- Remote status, salary, visa, and location restrictions are parsed from job descriptions when disclosed.
- Apply links take you directly to the company's official posting.
Get daily data or ML matches
Upload your resume once — we'll surface roles that fit your skills as new listings appear.
Common questions
- How does RoleMonitor check if my resume matches data or ML jobs?
- After you sign up and upload your resume, we compare extracted skills to skills from 400 open data or ML listings at companies we monitor daily.
- Where does the skills list come from?
- Top skills are aggregated from live job descriptions on official company career sites — refreshed on each daily import, not from generic resume templates.
- Is this an ATS resume checker?
- No. We compare your profile to live listings RoleMonitor crawls directly — not a black-box ATS score or keyword stuffing tool.
- What if I'm missing skills listed on jobs?
- Gap skills show what's common in current listings. Use them to prioritize learning or to tailor applications — then sign up to save matches as new roles appear.
- Is RoleMonitor the same as LinkedIn or Indeed?
- No. We monitor a curated set of company career sites directly. Listings are fresher and limited to companies we track — not millions of aggregated postings.
- How do salary figures on this page work?
- When a company or job description includes compensation, we parse and display it. Many listings do not disclose salary; we show coverage stats when enough roles include pay data.
- What happens when a role closes?
- If a job disappears from the company's career site, we remove it on the next daily import — not after a fixed 30-day expiry alone.