Senior Machine Learning Engineer
HR Toronto - Canada
R
CAD 153K-200K (estimate) Senior-level Full Time
Tasks
- Build reusable self service ML tooling
- Collaborate on ML platform architecture
- Create ML workflows including model registry and environment promotion
- Define observability standards for model health latency and data quality
- Deploy machine learning models in production
- Design CI CD pipelines for training validation and deployment
- Develop inference APIs and async batch scoring
- Establish golden path templates SDKs and reference implementations
- Implement batch inference and real time serving
- Implement rollback canary rollout and production promotion workflows
Perks/Benefits
- N/A
Skills/Tech-stack
API | Airflow | Asynchronous processing | CI/CD | Databricks | Docker | Event Driven | Event-driven architecture | Feature Store | GitHub Actions | Kubernetes | MLflow | Model Registry | PySpark | PyTorch | Python | TensorFlow
Education
Bachelor of Engineering | Bachelor of Science | Master of Science
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