US Adjudicator; Disagreement Resolution + Guideline Governance Parttime

Position Overview

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.

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.

• 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.

• 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.

• 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.