Machine Learning Engineer
Tasks
- Build and maintain feature stores
- Build and maintain machine learning CI CD pipelines
- Deploy machine learning models as scalable APIs
- Develop and optimize ETL processes
- Ensure security and compliance for data handling
- Implement monitoring for model performance and data drift
- Integrate machine learning outputs into healthcare applications
- Package and orchestrate machine learning workloads with Docker and Kubernetes
- Perform code reviews
- Write maintainable documented Python code
Perks/Benefits
- N/A
Skills/Tech-stack
API Design | AWS | Airflow | Apache Spark | Azure | BentoML | CI/CD | Cloud platform | DBT | Docker | ETL | Feature Store | Git | Go | Google Cloud | Google Cloud Platform | HIPAA | HITRUST | Java | 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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