Job Description
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.
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
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
510+ 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.
