Staff Machine Learning Engineer
HR Toronto - Canada
R
CAD 153K-213K (estimate) Senior-level Full Time
Tasks
- Architect model registry and deployment orchestration
- Build platform primitives for recommendation and forecasting
- Build self service ML deployment frameworks
- Create observability and monitoring pipelines for models
- Define ML platform architecture
- Design batch inference and real time serving golden paths
- Establish CI CD testing and infrastructure as code standards
- Implement feature retrieval and inference routing
- Mentor engineers on platform engineering quality
- Set up canary rollout and rollback workflows
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 | Low Latency | MLflow | Machine Learning | Model Registry | Observability | Online Offline Feature Parity | Python | Real Time | Real-time Serving | “as-code”
Education
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