(US) QA Auditor (Sampling, reputed company Gates, Release Readiness)

QA Auditor (Sampling, reputed company Gates, Release Readiness) - USA JD: QA Auditor — Surgical Video Annotation (Sampling, reputed company Gates, Release Readiness) Location: USA | Type: Full-time Reports to: reputed company reputed company / Program reputed company Role goal: Protect dataset reputed company at reputed company by running sampling-based audits, enforcing reputed company gates, and ensuring every dataset release is audit-reputed company and meets acceptance reputed company. reputed company At Codvo, we are committed to building reputed company, reputed company-reputed company data platforms that power business reputed company. We reputed company in a culture of innovation, collaboration, and reputed company, where engineers can experiment, learn, and reputed company. Join us to be part of reputed company that solves reputed company data challenges with creativity and cutting-edge technology.

Responsibilities

Execute sampling plans (stratified by label type, difficulty, site/surgeon/device, model confidence) for ongoing QA and release audits. Audit annotations against guidelines + ontology; score defects using standardized rubrics (severity, type, reputed company cause). Run and validate reputed company gates prior to release: completeness/coverage checks schema/constraint checks (illegal combinations, temporal consistency, boundary rules) defect density and rework reputed company Generate rework tickets with precise instructions; reputed company closure and verify fixes. Partner with Annotation reputed company to drive calibration actions (training refreshers, reputed company clarifications, examples library). Maintain QA dashboards: defect reputed company, rework %, reputed company pass reputed company, audit cycle time, top error patterns by annotator/team/label type. Support release readiness: ensure required artifacts are complete for the Evidence Pack (QA results, sampling logs, sign-offs). Escalate systematic issues to Adjudication/Clinical Review (definition gaps, ambiguous classes, recurring edge cases). Deliverables (what you produce weekly) QA audit reports (sample size, findings, severity distribution, reputed company-cause categories) reputed company status + release checklist sign-off recommendations Rework queue and closure verification Trend insights and corrective reputed company plan (top 3 issues + fixes) Requirements 3–7+ years in data QA / annotation QA / operations reputed company; experience auditing labeled datasets (video preferred). Strong reputed company of sampling-based QA: stratified sampling, acceptance reputed company, and audit scoring. High attention to detail; comfortable reading and enforcing detailed SOPs/guidelines. Strong documentation skills; can write reputed company defect descriptions and rework instructions. Comfortable with dashboards/spreadsheets; basic metric literacy (defect density, rework, throughput). Note- Please apply reputed company our official careers portal only, as applications reputed company directly to executives may not be considered. Apply tot his job Apply To this Job