Digital Health Senior Manager, Data Engineering
Bangalore - AGS, India
INR 1392K-2437K (estimate) Senior-level Full Time
Tasks
- Build AI testing frameworks for ML models
- Build and mentor test engineering team
- Build automated data quality testing
- Create and track test automation KPIs
- Create dashboards for data product health and quality
- Define data ownership and stewardship frameworks
- Define test data strategy
- Design and develop API test automation frameworks
- Drive continuous testing practices
- Ensure HIPAA and GDPR compliance
- Ensure NFR alignment during design development and testing
- Ensure SaMD compliance for ISO 13485 IEC 62304 and 21 CFR part 11
- Ensure data meets regulatory standards for medical devices
- Execute data privacy and security testing methodologies
- Implement CI CD automated test suites
- Implement data governance policies and guidelines
- Implement data lifecycle management
- Increase automated testing coverage
- Manage compliance and handle non conformance reports
- Manage vendor and data provider relationships
- Monitor model bias drift and explainability
- Translate business requirements into test cases
- Validate model performance and robustness
Perks/Benefits
Skills/Tech-stack
21 CFR | 21 CFR Part 11 | API Testing | AWS Glue | Agile | Amazon Redshift | Amazon Web Services | Apache Airflow | BigQuery | C-CDA | CCPA | CFR Part 11 | CI/CD | DICOM | Data Governance | Data Privacy | Data Quality | Data Security | FHIR | GDPR | HIPAA | HITRUST | HL7 | IEC 62304 | ISO 13485 | Interoperability Standards | Kafka | Machine Learning | Medical Device | Microsoft Azure | Model Validation | MongoDB | MySQL | NIST | Part 11 | PostgreSQL | PubSub | SOC 2 | Snowflake | Software as a Medical Device | Test automation | Test-Driven | Test-Driven Development | Tosca Qtest | V and V | Web Services
Education
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