Job Description: Surgical Video Annotation Program Lead (Team Lead)
Location: USA (Remote/Hybrid)
Type: Full time
Reports to: Head of Delivery / Program Director
Role goal: Own end-to-end delivery of a high-throughput, clinically defensible, audit-ready surgical video annotation program—driving automation-first workflows, quality (IRR/QA), and on-time dataset releases.
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.
What you will own
Program delivery (E2E): Stand up and run the annotation “factory” from intake → de-ID → task orchestration → annotation → QA/IRR → adjudication → dataset release + evidence pack.
Ontology + guidelines execution: Partner with clinical SMEs to operationalize a procedure-specific ontology (phases/steps, tools,
anatomy, events) and convert it into clear labeling guidelines and UI rules.
Automation-first operations: Drive pre-labeling + verification workflows (not manual-from-scratch), implement routing based on model confidence/uncertainty, and continuously reduce human effort per labeled minute.
Quality system: Implement and enforce:
Multi-rater sampling strategy
IRR reporting by label type (kappa/alpha; IoU/Dice where applicable)
Calibration loops and retraining for annotators
QA gates + sampling plans with acceptance thresholds
Adjudication governance: Run the disagreement workflow, manage escalation to senior annotators/clinical reviewers, track ambiguity categories, and ensure guideline updates close recurring issues.
Dataset release management: Own versioning, provenance, and release discipline—ensuring every dataset is reproducible and ships with an audit-ready Evidence Pack (provenance, QA
📌 (US) Surgical Video Annotation Program Lead (Maharashtra)
🏢 Codvo.ai
📍 Maharashtra
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