Adjudicator (Disagreement Resolution + Guideline Governance)

Codvo Private Limited; India; On-site; INR 800,000 - 1,200,000; Full time

Job summary

A data solutions company is seeking an Adjudicator to resolve label disagreements and enhance guideline governance. The ideal candidate will have 5–10+ years in annotation operations, demonstrating strong judgment and excellent written communication. Responsibilities include maintaining adjudication logs, classifying disagreement causes, and ensuring feedback loops for continuous improvement. Join a collaborative team dedicated to tackling complex data challenges with innovation and growth.

Qualifications

• 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.

Responsibilities

• Resolve label disagreements from multi-rater overlap and QA escalations.
• Use comparisons, guideline references, and evidence frames/clips to decide final truth.
• Classify disagreement causes and maintain adjudication logs.
• Update guidelines/decision trees with approved changes.
• Ensure outputs feed back into training/calibration and pre-label improvement.

Skills

Annotation operations

Judgment and consistency

Excellent written communication

Surgical/clinical familiarity

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

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.

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