Senior Machine Learning Engineer
Toronto - Queen's Quay - Headquarters, Canada
CAD 96K-120K Senior-level Full Time
Tasks
- Build production ML pipelines
- Conduct code reviews and system design
- Deploy and manage ML solutions in cloud
- Design machine learning models and solutions
- Develop ML APIs and services
- Implement large language model solutions
- Implement model monitoring and drift detection
- Optimize model training with distributed computing
- Perform feature engineering and data transformation
- Perform hyperparameter tuning
- Write unit and integration tests
Perks/Benefits
- 401K or pension benefits
- Dental insurance
- Employee assistance program
- Flexible work arrangements
- Healthcare benefits
- Hybrid work
- Life insurance
- Paid time off
- Vision insurance
Skills/Tech-stack
API Development | Dask | Data Transformation | Drift Detection | FastAPI | Feature Engineering | Integration Testing | Language Models | Large Language Models | Machine Learning | Microsoft Azure | Model Drift | Model Drift Detection | Model Monitoring | Object-Oriented | Object-oriented programming | Optuna | PyTorch | Pytest | Python | Ray | Scikit-learn | Snowflake | TensorFlow | Unit Testing
Education
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