Part-Time AI Medical Evaluator (MD/DO)

Mindrift; South Carolina; On-site; USD 34,000 - 179,000; Part time

Job summary

Mindrift seeks US-based physicians (MD/DO) to evaluate clinical EHR vignettes for a medical AI evaluation program focused on general and internal medicine. Tasks involve reviewing vignette questions, proposed answers, and distractors, then scoring reasoning quality and vignette accuracy.

You will write concise rationales and participate in blinded reads with adjudication, improving AI tools used in healthcare.

Qualifications

• MD or DO with active US medical license.
• Board certification or completed residency in internal, family, emergency, or hospital medicine.
• Experience in evaluating medical AI content, clinical annotation, or QA is a plus.
• Excellent written English skills (C1+).

Responsibilities

• Evaluate clinical EHR vignettes paired with a question, a proposed answer, and a distractor “trap” answer across multiple medical domains.
• Score the clinical reasoning quality of benchmark items and assess vignette accuracy and trap quality.
• Write short rationales explaining conclusions and participate in physician adjudication.
• Work through three independent blind reads to ensure consistency and accuracy.
• Contribute to improving AI tools through careful evaluation and feedback.

Skills

Active US medical license

Board certification or residency

Broad multi-system diagnostic and care

Strong clinical reasoning

Medical AI evaluation/annotation

Excellent written English

Education

MD/DO degree

Board certification or residency

Job description

Mindrift seeks US-based physicians (MD/DO) to evaluate clinical EHR vignettes for a medical AI evaluation program focused on general and internal medicine. Tasks involve reviewing vignette questions, proposed answers, and distractors, then scoring reasoning quality and vignette accuracy.

You will write concise rationales and participate in blinded reads with adjudication, improving AI tools used in healthcare.