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Internal mobility
Internal Candidate Shortlisting
Internal talent is ranked alongside external applicants with consistent scoring.
The problem
Recruiters overlook qualified internal candidates when filling open requisitions.
The opportunity
Less time on lookup. A person still owns anything that affects someone's job.
What the solution does
Internal talent is ranked alongside external applicants with consistent scoring.
How it works
Unified profiles and job embeddings produce comparable shortlists with source transparency.
Who uses it
- Employees
- Career coaches
- Talent marketplace owners
Data required
- Relevant HRIS / ATS records
- Role or policy context
- Access and consent rules
AI / technology patterns
- Semantic search
- Recommendation
- Embeddings
Reported impact
No independently reported impact recorded for this item yet.
Impact categories
- Quality
- Cost
Limitations and risks
Stale data, inherited bias, and privacy rules. Name a human who is accountable for career-affecting answers.
What implementation requires
Start with one process. Agree how you will score it. Involve legal and HR before you scale. Track whether people use it, not only whether the model is accurate.
Updated 2026-08-09