Principal Machine Learning Developer: AI/ML Platform
AMER - Canada - Ontario - Toronto - University Ave
CAD 153K-224K Senior-level Full Time
Tasks
- Automate ML development workflows
- Automate and orchestrate large scale data transformation and processing
- Build data pipelines for training validation and deployment
- Build deploy and operate ML artifacts in production
- Contribute to model governance practices
- Design and implement automated deployment pipelines
- Design and implement low latency scalable inference services
- Design and maintain scalable training inference data processing infrastructure
- Design scalable secure reliable ML platform services
- Develop monitoring and logging for model and platform health
- Ensure security best practices and compliance
- Identify and implement process automation and optimization
- Implement and optimize MLOps practices across lifecycle
- Implement version control for machine learning models
- Provide architectural leadership for platform components
- Uphold data privacy and ethical standards
Perks/Benefits
Skills/Tech-stack
Compliance | Data Pipelines | Data Processing | Data Transformation | Deployment Automation | Inference services | Logging | Low Latency | Low-Latency Systems | MLOps | Machine Learning | Model Deployment | Model Governance | Model Inference | Model Training | Monitoring | Security | Version control | Workflow automation
Education
N/A
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