QA AuditorProgram Lead , Dallas, TX

QA Auditor (Sampling Quality Gates Release Readiness) - Dallas TX(Onsite)

JD: QA Auditor - Surgical Video Annotation (Sampling Quality Gates Release Readiness)

Location: DallasTX 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.

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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:

o completeness/coverage checks

o schema/constraint checks (illegal combinations temporal consistency boundary rules)

o 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).

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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)

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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).