Linkkers

Platform / Matching Intelligence

Review why a candidate may fit.

See why a candidate may fit by reviewing the experience and skills behind the match. Your team makes the hiring decision.

No mystery score.

Review the experience behind each match.

MATCH EVIDENCE

Maha Al-Salem

Senior Product Designer · Riyadh

Available information Needs review Missing

Role alignment

Strong

Fintech experience

Available information

B2B SaaS

Partial

Arabic fluency

Needs review

02 · EVIDENCE MODEL

Separate strength from certainty.

Review the candidate experience and skills behind each ranked match before deciding who to shortlist.

  • MATCH RELEVANCE

    How closely does the candidate align with your search?

    Strong · Partial · Missing

  • CANDIDATE CONTEXT

    Available information

    Experience or skills shown on the candidate profile.

  • CANDIDATE CONTEXT

    Recruiter review

    Use your judgment to decide what needs deeper review.

  • CANDIDATE CONTEXT

    Needs review

    Open the candidate profile before deciding.

03 · OPEN THE EVIDENCE

Open the candidate profile behind the match.

Open the candidate profile to review the experience and skills behind the match.

CANDIDATE

Maha Al-Salem

Senior Product Designer · Riyadh. Experience: 7 years across product design, fintech and B2B digital products.

SKILLS

Skills

  • Product Design
  • Research
  • Systems
ROLE ALIGNMENT · STRONG

Why this signal is strong

Recent product-design roles align directly with the requested seniority and function.

Current role: Senior Product Designer

Previous role: Product Designer

Recent work: End-to-end product design and design-system contribution

Profile evidence: The ranking helps focus review. Your team makes the decision.

04 · COMPARE WITH CONTEXT

Compare candidates with context.

Compare the experience and skills behind each match before deciding who belongs on the shortlist.

05 · HUMAN JUDGMENT

The system explains. People decide.

Use AI-ranked matches to focus review, then let your team decide who moves forward.

  • Question the result

    Recruiters can review the candidate profile behind the match.

  • Add context

    Recruiter judgment adds context the ranking may not capture.

  • Discuss trade-offs

    Different candidates may be strong for different reasons.

  • Make the decision

    Your team controls shortlisting and hiring decisions.

06 · MATCHING INTELLIGENCE

Review the candidate behind the match before you shortlist.

Review ranked matches by fit and keep the hiring decision with your team.