Professionals who want personalized recommendations without a black box
AI JOB MATCHING
WHO THIS IS FOR
Built for a real professional decision.
People seeking matches beyond exact-title and keyword searches
Career decision-makers who want reasons, risks, and unknowns
WHAT YOU RECEIVE
A clear result—not a vague feature.
- Evidence-grounded opportunity recommendations
- Separate qualification, direction, compensation, and personal-fit signals
- Plain-language reasons behind each match
- Potential concerns and missing evidence
- Human-controlled save, dismiss, and interest decisions
HOW IT WORKS
From professional evidence to practical direction.
Build the evidence layer
Your confirmed Passport and Career Intent establish what the system may use.
Compare opportunity and intent
The matching layer evaluates multiple dimensions instead of one résumé score.
Explain the recommendation
Each match presents reasons, concerns, and source boundaries.
Keep the decision human
You decide what to view, save, dismiss, or pursue.
TRUST + EVIDENCE
Recommendations show their limits.
FREQUENTLY ASKED QUESTIONS
Know what happens before you begin.
Does AI decide which jobs I can see?+
AI helps prioritize relevant opportunities, but member controls and verified inventory boundaries remain visible.
Does MyTopMatch infer sensitive traits?+
The platform is designed around professional evidence and explicit intent, not sensitive-trait inference.
Can I understand a recommendation?+
Yes. Explainability is a core product requirement, including reasons, concerns, and unknowns.
AI JOB MATCHING