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About the Role

Quality Control (QC) | AI Data Validation | Healthcare Analytics

Key Responsibilities

• AI Data Validation: Validate AI-generated outputs against CCTV footage, ground-truth data, and defined business requirements.
• First-Cut & Second-Cut QC: Perform multiple levels of data validation to identify missing, inaccurate, duplicate, or inconsistent records.
• Quality Monitoring: Conduct continuous quality checks and sampling-based audits to maintain data accuracy and reliability.
• Event & Use Case Validation: Verify system-generated alerts, events, counts, sessions, and use cases against actual observations.
• Error & Defect Identification: Identify false positives, false negatives, missed events, incorrect classifications, and data discrepancies.
• Dashboard & Data Verification: Cross-validate dashboard metrics and reports against source data and CCTV playback.
• Issue Tracking & Reporting: Monitor application, dashboard, ETL, and data-related issues; document defects and coordinate with technical teams for resolution.
• Regression Testing: Perform re-validation and regression checks after defect fixes to ensure issues are resolved without introducing new errors.
• QC Reporting & Documentation: Prepare daily and weekly quality reports highlighting error trends, performance metrics, critical observations, and improvement areas.
• Quality Metrics & Trackers: Maintain QC checklists, validation trackers, audit records, and performance metrics.
• Cross-Functional Collaboration: Work closely with Product, Engineering, Business, and Clinical teams to improve system accuracy and operational workflows.
• Process Improvement: Analyze recurring quality issues, identify root causes, and recommend corrective and preventive actions.
• UAT & Feature Testing: Support User Acceptance Testing (UAT) and validate new features before production deployment.
• Quality Standards & Compliance: Ensure adherence to defined quality standards, Standard Operating Procedures (SOPs), and validation guidelines.
• Team Coordination & Leadership: Coordinate QC activities across multiple projects, locations, and team members to ensure consistent quality and timely delivery.