Senior Machine Learning Operations Developer, Inference, AI/ML Platform
AMER - Canada - Ontario - Toronto - University Ave
CAD 78K-180K Senior-level Full Time
Tasks
- Apply model governance practices
- Automate MLOps lifecycle processes
- Build scalable data processing pipelines
- Deploy and manage model inference services
- Deploy and manage model training infrastructure
- Enforce security best practices
- Ensure data privacy and ethical compliance
- Implement MLOps practices
- Implement model version control
- Optimize machine learning deployment pipelines
- Respond to incidents and recover systems
- Set up monitoring and logging systems
- Track model performance and system health
- Troubleshoot operational issues
Perks/Benefits
- N/A
Skills/Tech-stack
AWS | Access Control | Agile | Ansible | Azure | Bash | CI/CD | Continuous Deployment | Continuous integration | Data encryption | Docker | ELK Stack | Git | Grafana | Infrastructure as Code | Jira | Kubernetes | Machine Learning | Model Logging | Model Monitoring | NoSQL | Prometheus | PyTorch | Python | SQL | Security | TensorFlow | Terraform | “as-code”
Education
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