Senior Machine Learning Engineer
Toronto-81 Bay, 32nd Floor, Canada
CAD 92K-127K (estimate) Senior-level Full Time
Tasks
- Apply software engineering best practices including version control testing and code reviews
- Build CI CD for model deployment
- Design and build machine learning and large language model pipelines
- Implement machine learning ops workflows
- Implement scalable data pipelines
- Integrate machine learning into production environments
- Maintain documentation and mentor engineers
- Monitor model performance and data drift
- Optimize model performance and retraining
- Process large scale customer data for training and inference
- Productionize machine learning and large language model solutions
Perks/Benefits
- N/A
Skills/Tech-stack
AWS | Apache Spark | Automated retraining | CI/CD | Cloud platform | Code review | Data Pipelines | Databricks | Docker | Docker Kubernetes | Google Cloud | Google Cloud Platform | Grafana | Hugging Face | Hugging Face Transformers | Kubernetes | MLflow | Model Governance | Prometheus | PyTorch | Python | SQL | TensorFlow | Unit Testing | Version control
Education
Bachelor of Engineering | Bachelor of Science | Master of Science
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