Adjudicator (Disagreement Resolution + Guideline Governance)

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

Responsibilities

Convert disagreement into defensible ground truth while continuously tightening the guideline system; 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

Nice to have

Surgical/clinical familiarity preferred; clinician-in-the-loop experience is a plus