Senior Machine Learning Engineer
REMOTE-CANADA, Canada
R
CAD 142K-190K (estimate) Senior-level Full Time
Tasks
- Build self service ML tooling
- Collaborate on ML platform architecture
- Create inference APIs
- Deploy models to production
- Design CI CD pipelines for training validation and deployment
- Develop model registry workflows
- Establish golden path templates SDKs and CLIs
- Implement canary rollout
- Implement observability standards
- Implement rollback workflows
- Monitor model health latency feature freshness data quality and KPIs
- Package models for deployment
- Promote model environments
- Run batch inference
- Serve real time models
- Set up shadow deployment
Perks/Benefits
- N/A
Skills/Tech-stack
API | Async | Batch inference | CI/CD | Docker | Event Driven | GitHub Actions | Kubernetes | MLflow | PyTorch | Python | Real Time | Real-time Serving | TensorFlow
Education
Bachelor of Engineering | Bachelor of Science | Master of Science | PhD
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