Clinical Reviewer (Surgeon/SME, Part-Time / Contract) - USA

Clinical Reviewer (Surgeon/SME, Part-Time / Contract)

Type: Part-time/Contract | Reports to: Program Lead (dotted line)

Mission: Ensure clinical validity of ontology/guidelines and sign off on golden sets and edge-case adjudications.

About Us

At Codvo, we are committed to building scalable, future-ready data platforms that power business impact. We believe in a culture of innovation, collaboration, and growth, where engineers can experiment, learn, and thrive. Join us to be part of a team that solves complex data challenges with creativity and cutting-edge technology.

Responsibilities

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.

Requirements

Board-certified clinician or domain SME with relevant specialty experience; comfortable reviewing video clips efficiently.

Role : Adjudicator (Disagreement Resolution + Guideline Governance)

Location: India | Type: Full-time | Reports to: Quality Lead / Program Lead

Mission: Convert disagreement into defensible ground truth while continuously tightening the guideline system.

Responsibilities

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

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.

KPIs

Adjudication turnaround time, repeat-disagreement reduction, guideline improvement rate, IRR uplift over time.

These are the roles we need to create pipeline for the JnJ Video Annotation project

Note- Please apply via our official careers portal only, as applications sent directly to executives may not be considered