Senior Machine Learning Operations Engineer
San Francisco, CA, New York, NY, Portland, OR, or Remote within Canada or United States
R
USD 166K-208K Senior-level Full Time
Tasks
- Build and operate real time inference service
- Detect model drift and trigger retraining
- Generate model explainability outputs
- Implement CI/CD for model deployment
- Implement canary routing
- Implement champion challenger experiments
- Manage model registry and versioning
- Own model deployment infrastructure
- Partner to deploy models to production
- Run shadow mode and staged rollouts
- Set up model monitoring and alerting
Perks/Benefits
- N/A
Skills/Tech-stack
Alerting | CI/CD | Canary Deployment | Champion Challenger | Drift Detection | DynamoDB | Explainability | FastAPI | Flask | K3s | Kafka | Kinesis | Model Registry | Model versioning | Monitoring | Observability | Python | Redis | Retraining | SHAP | SQL | Shadow Deployment
Education
N/A
Regions
Countries
States
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