Skills-first hiring engine

Get matched.
Not filtered.

Rigel scores every candidate against every job — on real skills. Both sides see the math.

Candidate field · Senior Data Engineer Signal Noise
EXPERIENCE →↑ SKILL DEPTHS. Chen · 92%ML Engineer · top signal
76 in the field · 4 matchedRanked candidates →
PythonPyTorchDistributed systems5.2 yrs · MLM.S. Computer ScienceSQLKubernetesReal-time pipelinesLLM evalAirflowRustCausal inferenceTeam lead · 8
PythonPyTorchDistributed systems5.2 yrs · MLM.S. Computer ScienceSQLKubernetesReal-time pipelinesLLM evalAirflowRustCausal inferenceTeam lead · 8
The problem

“Everyone ends up in Tinderized job-search hell.”

That's The Atlantic, September 2025, on what hiring has become. Candidates tailor CVs for machines that don't read them. Recruiters rank on scores that don't measure. Everyone plays — nobody wins.

01
11,000/min
applications on LinkedIn · +45% in a year — LinkedIn, 2025
The flood
11,000 applications hit LinkedIn every minute — up 45% in a year. Nobody reads the pile — a machine pulls a handful of them based on keywords, and the rest simply vanish.
02
45%
of applicants use AI to apply — Canva survey
The forced game
Once machines read first, tailoring isn't optional. Nearly half of candidates now use AI to rewrite their CVs for every posting — the same person, re-dressed in the words each filter wants to hear.
03
88%
of employers admit screening rejects qualified people — Harvard Business School
The number is fake
The score on top looks authoritative. Employers know it isn't: 88% admit their own screening software filters out qualified candidates. The gatekeeper of careers doesn't read the file it's judging.
For recruiters

You set the weights. The ranking follows.

Change what matters for this role and watch every candidate re-score and re-rank. Nothing here is pre-recorded.

rigelsignal.com/recruiter/jobs/senior-ml-engineer

Applicants: 31

Last Ranked: July 27, 2026Visibility threshold · 60
Show Top15
#CandidateScoreSkillsExpEduStatusActions
1CANDIDATE #4182identity locked91968882
3CANDIDATE #2707identity locked60943215
4CANDIDATE #8909identity locked59529820
5CANDIDATE #7417identity locked504428100
2CANDIDATE #9803identity locked71717468
6CANDIDATE #3034identity locked25241935
Section weights
Skills50%
Experience30%
Education20%
Total100%
See the full recruiter walkthrough
For candidates

Finally, an answer instead of silence.

Upload once, and Rigel scores you against every open role — then answers what recruiters can't: why you rank where you do, what's strong, and what to work on.

rigelsignal.com/candidate/dashboard
AOAisha OkonkwoCandidate
Step 1 of 2

Upload your CV

We'll convert your CV into a structured profile you can review and edit before matching.

Aisha_Okonkwo_CV.pdf
1.2 MB · Click or drop to replace

Your CV is processed securely and only used for matching.

See the full candidate walkthrough

Start on your side of the table.

Recruiters see ranked, explainable matches. Candidates get scored — and finally told why.