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General Clinician, MD/DO
Weekday (YC W21). Develop grading criteria that break clinical answers into discrete, checkable criteria .
Core Competencies
Role fitCore Competencies
Use this summary to align your resume positioning with the role.
Demonstrates expertise in clinical evaluation, guideline development, and structured clinical reasoning. Possesses strong capabilities in multi-turn dialogue assessment and clinical annotation, with a focus on safety and accuracy.
Highest-signal resume keywords
MD Or DO With Completed ResidencyActive Unrestricted Medical License2+ Years Post-Residency Clinical ExperienceClinical Annotation ExperienceGrading-Criteria Design Experience
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 EvaluationClinical Reasoning AnnotationGuideline DevelopmentQuestion WritingMulti-Turn Dialogue Assessment
Soft Skills
Structured Clinical Rationale WritingAbility To Concentrate Hours
Certifications & Qualifications
Board Certification In Specialty
Industry Keywords
U.S. Standards Of CareClinical GuidelinesPrimary CareInternal MedicineEmergency Medicine
About the role
Key responsibilities & impact- Develop grading criteria that break clinical answers into discrete, checkable criteria
- Evaluate multi-turn clinical dialogues for accuracy, safety, completeness, appropriate hedging, and escalation advice
- Annotate clinical reasoning, including considered and rejected differentials
- Review outputs for hallucinated findings, dangerous omissions, unsupported certainty, and clinically unsafe advice
- Author specialty-specific guidelines, edge cases, and standards of care
- Write difficult clinical questions that probe model reasoning limits
- Meet stream-specific throughput targets across workstreams
- Move between concurrent clinical workstreams based on specialty, availability, interest, and shifting priorities
- Perform non-clinical AI system development and evaluation without direct patient care or live-diagnosis responsibility
Requirements
What you’ll need- MD or DO with a completed residency in any specialty
- Active, unrestricted medical license in your country of practice
- 2+ years post-residency clinical experience, practising or previously practising
- Comfort writing structured clinical rationale that a non-specialist reviewer can follow
- Written and spoken English fluency
- Minimum 20 hours per week, with the ability to concentrate hours when a stream is time-boxed
- Preferred: Board certification in your specialty
- Preferred: U.S. licensure and familiarity with U.S. standards of care and clinical guidelines
- Preferred: Primary care, internal medicine, emergency medicine, or hospitalist background
- Preferred: Prior clinical annotation, AI evaluation, medical education, or question-writing experience
- Preferred: Grading-criteria design, resident assessment, or clinical guideline development experience
- Preferred: Published research or sustained technical writing, with a sample linked