Codvo.ai

Clinical Reviewer, Surgeon, Part-Time, Contract

Codvo.ai

part-time

Posted on:

Location Type: Remote

Location: United States

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About the role

  • Ensure clinical validity of ontology/guidelines and sign off on golden sets and edge-case adjudications.
  • Approve ontology, definitions, and examples for the target procedure(s).
  • Review and sign off “golden set” and high-risk label classes/events.
  • Resolve escalated adjudication cases; document rationale when needed.
  • Participate in periodic calibration reviews and guideline evolution.
  • Resolve label disagreements from multi-rater overlap and QA escalations.
  • Use side-by-side comparisons, guideline references, and evidence frames/clips to decide final truth.
  • Classify disagreement causes (definition ambiguity, visibility limits, procedural variance, annotator error).
  • Maintain adjudication logs and update guidelines/decision trees with approved changes.
  • Escalate to clinical reviewer when needed; prepare concise packets for decision.
  • Ensure adjudicated outputs feed back into training/calibration and pre-label improvement.

Requirements

  • Board-certified clinician or domain SME with relevant specialty experience; comfortable reviewing video clips efficiently.
  • 5–10+ years in annotation operations with deep experience in complex labeling tasks.
  • Strong judgment and consistency; able to apply guidelines rigorously.
  • Excellent written communication; can document rationale cleanly.
  • Surgical/clinical familiarity preferred; clinician-in-the-loop experience is a plus.
Benefits
  • Flexible work arrangements
Applicant Tracking System Keywords

Tip: use these terms in your resume and cover letter to boost ATS matches.

Hard Skills & Tools
annotation operationslabeling tasksguideline applicationadjudicationclassificationdecision treescalibration reviewsevidence framesvideo reviewclinical judgment
Soft Skills
strong judgmentconsistencywritten communicationdocumentationproblem-solvingcollaborationattention to detailcritical thinkingadaptabilityinterpersonal skills
Certifications
board certificationclinical specialty certification