Data Engineering Professional II
Tasks
- Automate ML lifecycle
- Build ML infrastructure on AWS using Infrastructure as Code
- Build ML pipelines
- Create technical documentation and validation deliverables
- Deploy ML models to production
- Ensure GxP compliance
- Establish feature store and data contracts
- Handle PHI and PII with privacy controls
- Implement CI CD for data and ML assets
- Implement audit trails and access controls
- Manage model registry and lineage
- Monitor model and data quality
- Optimize compute and cost
- Set up observability and alerting
- Support computer system validation
Perks/Benefits
- N/A
Skills/Tech-stack
21 CFR | 21 CFR Part 11 | ALCOA plus | AWS | AWS CDK | AWS CloudFormation | AWS Lambda | AWS Step Functions | Access Control | Amazon Bedrock | Amazon ECR | Amazon SageMaker | Audit Trail | CFR Part 11 | CI/CD | CloudWatch | Computer system | Computer system validation | Data Quality | Data quality monitoring | Databricks | Databricks Jobs | Delta Lake | Docker | Drift Detection | ECS | EKS | Electronic Records | Feature Store | GAMP 5 | Generative AI | GitHub Actions | GitLab CI | IAM | Infrastructure as Code | Jenkins | Kubernetes | Kubernetes EKS | MLOps | MLflow | Machine Learning | Model Monitoring | Observability | Part 11 | PySpark | Quality monitoring | RAG | Role-Based Access | Role-Based Access Control | S3 | Spark | Step Functions | System validation | Terraform | Unity Catalog | “as-code”
Education
Roles
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