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.
At Codvo.ai, we specialize in leveraging artificial intelligence, cloud, and data to solve complex business problems and drive innovation. Our passion for innovation drives us to deliver solutions that not only meet but exceed your unique business needs, fostering smarter, more productive teams. Here’s why our approach has earned widespread acclaim from our clients:
67 Customer NPS: Our Net Promoter Score is a testament to the high level of satisfaction and loyalty among our clients. It underscores our ability to deliver quality and value through our specialized services, making us a preferred partner for businesses looking to leverage AI and data for competitive advantage.
78 Employee NPS: The satisfaction and engagement of our team directly influence the quality of service we provide. Our high employee NPS signifies a motivated, dedicated team that's committed to excellence. This positive work culture ensures that we can deliver exceptional AI-first engineering and enterprise data application services to you.
Our approach goes beyond traditional software development; we're dedicated to partnering with you to harness the power of AI and data. The combination of our high trial and engagement success rates, extensive experience, and positive feedback from both clients and employees positions us as more than just a service provider. We're your trusted ally in navigating the complexities of today's digital landscape, committed to transforming your vision into a reality with cutting-edge AI and data solutions.
