Know if a job is right before you apply
Instant match scores that break down exactly how well you fit. Skills, experience, seniority — scored and explained for every listing.
Senior Frontend Engineer
Stripe
Excellent match
How it works
Upload your CV once
Jobless parses your resume and builds a structured profile of your skills, experience level, and background.
Every job gets scored
Each listing is scored against your profile across three signals: role fit, skills alignment, and seniority match.
See skills gaps and strengths
Click any job to see a breakdown of where you over-qualify, where you fit, and what the gap is.
Why it matters
Three-signal match score
Every job is scored on role fit, skills alignment, and seniority match — not just keyword overlap.
Skills gap analysis
See exactly which requirements your profile covers and which ones you are missing before you apply.
Seniority calibration
Stop applying to roles three levels above or below you. Seniority matching saves you and the recruiter time.
Learns from your preferences
The more jobs you save and skip, the better the matching engine understands what you actually want.
Frequently asked questions
Jobless uses ColBERT semantic reranking combined with three-signal scoring: role fit (70%) and experience alignment (30%). Your profile is analyzed structurally, not just keyword-matched.
Match scores are a strong signal, not a guarantee. They reflect how well the job description and your profile align on the dimensions Jobless can measure. Soft fit factors like culture are outside the model's scope.
Your uploaded CV, any manual profile edits, and the full text of each job description. Jobless does not access external profiles like LinkedIn.
Yes. Match scores are included on the free tier with your monthly AI credit allocation. You see scores for every job in your feed.