(US) Adjudicator (Disagreement Resolution + Guideline Governance) Parttime

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 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.