Senior Machine Learning Engineer
Vancouver, British Columbia
CAD 154K-200K (estimate) Senior-level Full Time
Tasks
- Build and deliver production ML AI solutions
- Capture product requirements and design ML AI solutions
- Design implement real time data pipelines
- Develop model tracking tools and experiment pipelines
- Explore design build AI prototypes
- Lay out ML engineering best practices
- Maintain operate algorithms code and models in production and monitor anomalies
- Manage ML model and agent lifecycle versioning training retraining deploying monitoring
- Productionize machine learning models
- Research investigate tools and technologies to build and release faster
- Test new algorithms and report performance accuracy scalability
- Write optimized scalable testable maintainable observable code
Perks/Benefits
- Corporate ClassPass membership
- Employee stock purchase plan
- Extended health and dental benefits
- Fertility preservation benefits
- Flex days
- Generous vacation
- Mentorship program
- Parental leave top-up
- Professional development budget
- Professional development days
- RRSP matching
- Udemy access
- Wellness benefits
Skills/Tech-stack
Artificial Intelligence | Batching | Bayesian Methods | Data Pipelines | Deep learning | Experiment tracking | Graph theory | Graphical Models | Inference | LLM | Language Models | Large Language Models | Likelihood estimation | Machine Learning | Model Monitoring | Model versioning | Monte Carlo | Monte Carlo Methods | Parallelization | PyTorch | Python | Real Time | Real-time Data | Relational databases | SQL | Sampling theory | TensorFlow
Education
Regions
Countries
States
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