Overview
US QA Auditor; Sampling, Quality Gates, Release Readiness Jobs in Weirton, USA at Codvo Private Limited
Position: (US) QA Auditor (Sampling, Quality Gates, Release Readiness)
QA Auditor (Sampling, Quality Gates, Release Readiness) – USA
JD: QA Auditor — Surgical Video Annotation (Sampling, Quality Gates, Release Readiness)
Location: USA | Type:
Full-time
Reports to:
Quality Lead / Program Lead
Role goal:
Protect dataset quality at scale by running sampling-based audits, enforcing quality gates, and ensuring every dataset release is audit-ready and meets acceptance thresholds.
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
- 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, root cause).
- Run and validate quality gates prior to release: completeness/coverage checks, schema/constraint checks (illegal combinations, temporal consistency, boundary rules), defect density and rework thresholds.
- Generate rework tickets with precise instructions; track closure and verify fixes.
- Partner with Annotation Lead to drive calibration actions (training refreshers, guideline clarifications, examples library).
- Maintain QA dashboards: defect rate, rework %, gate pass rate, 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, root‑cause categories)
- Gate status + release checklist sign‑off recommendations
- Rework queue and closure verification
- Trend insights and corrective action plan (top 3 issues + fixes)
Requirements
- 3–7+ years in data QA / annotation QA / operations quality; experience auditing labeled datasets (video preferred).
- Strong command of sampling-based QA: stratified sampling, acceptance thresholds, and audit scoring.
- High attention to detail; comfortable reading and enforcing detailed SOPs/guidelines.
- Strong documentation skills; can write clear defect descriptions and rework instructions.
- Comfortable with dashboards/spreadsheets; basic metric literacy (defect density, rework, throughput).
Note
– Please apply via our official careers portal only, as applications sent directly to executives may not be considered.
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Title: US QA Auditor; Sampling, Quality Gates, Release Readiness
Company: Codvo Private Limited
Location: Weirton, USA
Category:
