Machine Learning Engineer
Tasks
- Build and maintain CI/CD pipelines
- Build and maintain feature stores
- Deploy machine learning models as scalable APIs
- Develop and optimize ETL processes
- Ensure HIPAA and HITRUST compliant data handling
- Integrate ML outputs into healthcare applications
- Monitor model performance and data drift
- Package and orchestrate ML workloads with Docker and Kubernetes
- Perform code reviews
- Secure and scale AI services
- Write maintainable Python code
Perks/Benefits
- N/A
Skills/Tech-stack
API Design | AWS | Airflow | Azure | BentoML | CI/CD | DBT | Data Drift | Docker | ETL | FHIR | Feature Store | GCP | Git | Go | HL7 | Java | Kubeflow | Kubernetes | MLflow | Microservices | Monitoring | Pandas | Prefect | PyTorch | Python | SQL | Scikit-learn | Spark
Education
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