Senior Machine Learning Operations Developer: AI/ML Platform
AMER - Canada - Ontario - Toronto - University Ave
CAD 123K-180K (estimate) Senior-level Full Time
Tasks
- Collaborate with data engineers on data pipelines for model training and validation
- Contribute to model governance and compliance practices
- Design and implement automated deployment pipelines for machine learning models
- Design and maintain scalable infrastructure for model training inference and data processing
- Develop and maintain monitoring and logging systems
- Enforce security best practices and data privacy standards
- Identify opportunities for process automation and MLOps lifecycle optimization
- Implement and optimize MLOps practices
- Implement version control for machine learning models
- Troubleshoot operational issues and support incident response and recovery
Perks/Benefits
- N/A
Skills/Tech-stack
AWS | Access Controls | Agile | Ansible | Azure | Bash | CI/CD | Data Lakes | Data encryption | DevOps | Docker | ELK Stack | Git | Grafana | Infrastructure as Code | Jira | Kubernetes | MLOps | Machine Learning | NoSQL | Prometheus | PyTorch | Python | SQL | TensorFlow | Terraform | “as-code”
Education
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