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Clinical AI Specialist
Generator Health. Audit a high volume of prior authorizations and AI-generated clinical outputs for accuracy, completeness, and alignment with the medical record and applicable payer criteria .
Core Competencies
Role fitCore Competencies
Use this summary to align your resume positioning with the role.
Demonstrates expertise in clinical reasoning and auditing, with a focus on applying AI tools to enhance clinical review processes. Possesses strong analytical skills to identify patterns and improve workflows in managed care settings.
Highest-signal resume keywords
Doctor Of Pharmacy (PharmD)Clinical ReasoningPrior Authorization ExperienceAI Tools ApplicationSystems Thinking
ATS Keywords
Tailor your resumeApplicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard Skills
Clinical AuditingEvidence-Based Clinical ReasoningMedication History SynthesisPayer Criteria AnalysisWorkflow Improvement
Soft Skills
Attention To DetailPrecise Written CommunicationAbility To Work IndependentlyIntellectual CuriosityAbility To Provide Structured Feedback
Tools & Technologies
AI Tools
Certifications & Qualifications
Doctor Of Pharmacy (PharmD)
Industry Keywords
Managed CareUtilization ManagementClinical QualityPharmacy Benefit Manager (PBM)Prior Authorization
About the role
Key responsibilities & impact- Audit a high volume of prior authorizations and AI-generated clinical outputs for accuracy, completeness, and alignment with the medical record and applicable payer criteria
- Apply evidence-based clinical reasoning to complex or ambiguous cases
- Distinguish clinically meaningful errors from minor issues
- Help build a system that scales clinical expertise
- Identify recurring error patterns, gaps in clinical guidance, and edge cases
- Investigate underlying causes and recommend improvements to review standards and workflows
- Apply AI tools to clinical review and auditing
- Critically evaluate AI outputs and identify ways to increase throughput while maintaining clinical quality
- Own the quality and timeliness of work, meet review expectations, and follow issues through to resolution
Requirements
What you’ll need- A Doctor of Pharmacy (PharmD) degree
- 2–10 years of professional experience, including hands-on managed care work in prior authorization, utilization management, appeals, or clinical quality at a health plan, pharmacy benefit manager (PBM), or similar organization
- Excellent clinical reasoning, including synthesizing medical records, medication histories, payer criteria, and clinical evidence
- Ability to work through ambiguity and clearly explain a defensible conclusion
- Strong systems thinking and ability to identify recurring patterns, root causes, and workflow improvements
- Precise written communication and attention to detail
- Ability to provide structured feedback that clearly explains issues, clinical significance, and needed corrections
- Ability to work independently, prioritize effectively, and reliably deliver accurate work at high volume
- Excitement about applying AI to clinical work
- Intellectual curiosity, willingness to experiment, and judgment to challenge AI outputs and revise conclusions when warranted