Sr. Machine Learning Software Engineer
Denver, Colorado, United States; New York, New York, United States
R
USD 153K-206K Senior-level Full Time
Tasks
- Build and maintain model serving infrastructure
- Develop end-to-end machine learning pipelines
- Ensure FDA and HIPAA compliance for production machine learning
- Implement CI CD for model build test and deployment
- Implement monitoring drift detection and logging
- Implement unit and integration testing for machine learning models
- Orchestrate model workflows and pipelines
- Package and deploy machine learning models
- Perform data ingestion preprocessing feature engineering evaluation and deployment
- Resolve workflow gaps between research and production
- Run automated retraining
Perks/Benefits
- Access to office locations
- Remote work option
- Travel for team meetings and cross functional projects
Skills/Tech-stack
AWS | Airflow | Amazon EC2 | Amazon S3 | Amazon SageMaker | CI/CD | Data Validation | Databricks | Integration Testing | Java | Kubernetes | MLOps | MLflow | Machine Learning | Python | Snowflake | Snowpark | Streaming | Terraform | Unit Testing | Unity Catalog
Education
N/A
Regions
Countries
States
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