[Hiring] General Clinician @Weekday AI

Role Description

We are hiring residency-trained physicians across specialties for non-clinical work developing and evaluating clinical AI systems. You will apply your clinical judgment to:

• Grading-criteria development
• Dialogue evaluation
• Structured annotation work

This is a non-clinical role — no direct patient care, and no responsibility for live diagnosis.

This is a shared expert pool. After onboarding, you may be matched to any of several concurrent clinical workstreams based on your specialty, availability, and interest. You are not committing to a single project, and you may move between streams as priorities shift.

What you may work on:

• Grading criteria development — taking a clinical question and breaking the ideal answer into discrete, checkable criteria.
• Clinical dialogue evaluation — reviewing multi-turn clinical conversations and judging them for accuracy, safety, completeness, appropriate hedging, and whether escalation advice was correct.
• Clinical reasoning annotation — recording how you would work through a case, including the differential you considered and rejected.
• Output review — flagging hallucinated findings, dangerous omissions, unsupported certainty, and advice that is technically correct but clinically unsafe.
• Guideline authoring — defining edge cases and standards of care for your specialty.
• Difficult-case writing — constructing clinical questions that probe the limits of current model reasoning.

Task length varies by stream, from roughly 45 minutes for a dialogue evaluation up to an hour or more for grading-criteria authoring. You will get a specific throughput target for whichever stream you are matched to.

Qualifications

• 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, practicing or previously practicing
• 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

Requirements

• 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, where breadth of presentation matters most (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 (please link a sample) (preferred)

Company Description