Machine Learning Engineer
Tasks
- Build and maintain feature stores
- Build and maintain machine learning CI CD pipelines
- Containerize and orchestrate machine learning workloads
- Deploy machine learning models as APIs and microservices
- Develop and optimize ETL pipelines for healthcare data
- Ensure HIPAA and HITRUST compliant security and data handling
- Integrate machine learning outputs into healthcare applications
- Monitor model performance and data drift
- Perform code reviews
- Write clean, maintainable Python code
Perks/Benefits
Skills/Tech-stack
API Design | AWS | Apache Airflow | Apache Spark | Azure | BentoML | CI/CD | Cloud platform | DBT | Data Drift | Data drift monitoring | Docker | Drift monitoring | ETL | FHIR | Feature Store | Git | Google Cloud | Google Cloud Platform | HL7 | Kubeflow | Kubernetes | MLflow | Microservices | Pandas | Prefect | PyTorch | Python | SQL | Scikit-learn
Education
Bachelor of Engineering | Bachelor of Science | Master of Science
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