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