Staff Machine Learning Engineer
REMOTE-CANADA, Canada
R
CAD 143K-214K (estimate) Senior-level Full Time
Tasks
- Architect model lifecycle tooling and orchestration
- Build platform primitives for recommendations forecasting optimization and experimentation
- Build self service model deployment frameworks
- Create feature retrieval and inference routing capabilities
- Define ML platform target architecture and roadmap
- Design shadow deployment canary rollout and rollback workflows
- Enable model monitoring and observability
- Establish CI CD testing and developer workflow standards
- Implement batch inference and real time serving golden paths
- Mentor engineers and raise engineering quality and architecture rigor
- Partner with data science leadership to improve DS velocity
Perks/Benefits
- N/A
Skills/Tech-stack
A/B | A/B Testing | B testing | Batch inference | CI/CD | Canary Deployment | Docker | Feature Parity | Feature Store | Feature retrieval | Infrastructure as Code | Kubernetes | MLflow | Machine Learning | Model Lifecycle | Model Registry | Online Inference | Online Offline Feature Parity | Python | “as-code”
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