Staff Machine Learning Platform Engineer
Kitchener-Waterloo, ON; Toronto, ON
R
CAD 216K-297K Senior-level Full Time
Tasks
- Build CI/CD pipelines for ML
- Configure IAM and RBAC for sensitive data
- Design and operate ML infrastructure
- Establish observability for data and model health
- Implement data governance and lineage
- Maintain ML platform documentation
- Optimize training and inference performance reliability cost
- Productionize ML workloads
- Teach data scientists ML platform usage
Perks/Benefits
Skills/Tech-stack
AWS | Access Control | Access Management | Airflow | CI/CD | Cockroach DB | Databricks | Databricks Workflows | Datadog | Delta Lake | Distributed Systems | Docker | Fivetran | Git | GitHub Actions | Iceberg | Identity and Access Management | Identity and access | Kafka | Kubernetes | MLOps | MLflow | Monitoring | MySQL | PyTorch | Python | Reproducibility | Role-Based Access | Role-Based Access Control | S3 | SQL | SageMaker | Snowflake | Spark | Terraform | Unity Catalog
Education
Bachelor of Engineering | Bachelor of Science | Master of Science
Regions
Countries
States
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