Clinical specialty or discipline
Required license or credential
Care setting and experience constraints
Geography, commute, or state requirements
Solution · Healthcare
Search the specialty, not just the job title.
Structure clinical requirements, use registry-aware discovery, and keep credential verification distinct from search expansion.
Example role brief
“Experienced ICU registered nurse within commuting distance of a target health system, with required licensure verified from an authoritative source.”
Requirementskept explicit
Discovery expansionkept separate
Evidence gapskept visible
The sourcing problem
Healthcare sourcing with specialty, geography, and credential context separated.
Healthcare titles vary by organization and state while licensure, specialty, setting, and geography can be genuinely consequential requirements.
Role intelligence
Separate hiring truth from search recall.
Discovery expansion should help you find more relevant people without silently becoming a new hiring requirement.
Specialty synonyms and adjacent titles
Nearby health systems and facilities
Public professional and registry context
Setting-specific terminology and subspecialties
Source plan
Capability is stated before the search runs.
01Executable
Public professional evidence
Public profiles and professional artifacts can support role-relevant discovery.
02Executable
Authoritative registries
Supported authoritative sources can be used where available and appropriate.
03Guided
Recruiter databases
Generate recruiter-ready searches for account-controlled platforms.
Evidence-first review
Know why a person surfaced.
Candidate relevance, verified facts, weak signals, contradictions, and missing evidence should remain distinguishable during review.
Credentials get stricter treatment
A public mention of a license is not treated the same as authoritative registry evidence.
Unknown remains unknown
Missing specialty or credential evidence is a gap to verify, not an automatic rejection signal.
Market feedback improves recall
Recruiter review can expand facilities, specialties, and titles on the next pass.
Healthcare
Turn this market into a repeatable sourcing system.
Start with the role, keep source truth visible, inspect the evidence, and let approved recruiter feedback improve the next pass.