Sr. Machine Learning Ops Engineer
Mississauga, ON, CAN - 2300 Meadowvale Blvd (MC74), Canada
CAD 99K-132K Senior-level Full Time
Tasks
- Build end to end CI CD pipelines for ML
- Collaborate with data science and architecture teams
- Define standardized deployment patterns and runbooks
- Deploy machine learning models to production
- Enable agentic AI deployments using framework tools
- Establish observability frameworks for ML
- Implement batch and real time inference pipelines
- Implement model monitoring and alerting
- Implement secure access controls for applications
- Maintain keep the lights on operations
- Operationalize machine learning and generative AI systems
- Optimize cost and performance for ML workloads
Perks/Benefits
Skills/Tech-stack
AWS | Alerting | Azure | Batch inference | CI/CD | Databricks | Drift Detection | Event Driven | Event Driven Inference | FinOps | Generative AI | Google Cloud | Inference Pipelines | Langchain | Langgraph | Lineage | Logging | Machine Learning | Model Observability | Monitoring | Observability | Okta | Real Time | Real-time Inference | Semantic Kernel
Education
Bachelor of Engineering | Bachelor of Science | Master of Science
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