Machine Learning Ops Developer
AMER - Canada - Ontario - Toronto - University Ave
CAD 132K-191K (estimate) Mid-level Full Time
Tasks
- Automate and optimize MLOps processes
- Collaborate with data engineers on data pipelines for model training and validation
- Contribute to model governance and compliance standards
- Design and implement automated deployment pipelines for machine learning models
- Design implement and maintain scalable infrastructure for model training inference and data processing
- Develop and maintain monitoring and logging systems
- Enforce security best practices for MLOps
- Implement MLOps practices for operational excellence
- Implement version control for machine learning models
- Troubleshoot operational issues and support incident response
Perks/Benefits
- N/A
Skills/Tech-stack
AWS | Access Control | Agile | Ansible | Azure | Bash | CI/CD | Compliance | Data encryption | Docker | ELK | Git | Grafana | Jira | Kubernetes | Machine Learning | Machine Learning Model Versioning | Model versioning | NoSQL | Prometheus | Python | SQL | Terraform
Education
Roles
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