Senior, Machine Learning Engineer - Camera Model
Remote - Canada, Montreal, Canada
R
CAD 130K-180K (estimate) Senior-level Full Time
Tasks
- Analyze model performance and failure modes
- Build end-to-end model development pipelines
- Collaborate on dataset labeling and edge case coverage
- Contribute to model architecture decisions
- Contribute to scalable training pipelines
- Debug model behavior and metrics
- Design develop and deploy deep learning models
- Improve robustness and generalization
- Improve tooling workflows and infrastructure
- Integrate models into the autonomy stack
- Mentor junior engineers
- Prepare datasets and run distributed training
- Track experiments and evaluate models
- Write production quality machine learning code
Perks/Benefits
- Dental insurance
- Flex schedule
- Health insurance
- Hybrid work
- Life insurance
- Paid vacation
- Public transit subsidy
- RRSP Employer match
- Remote work
- Stock options
- Vision insurance
Skills/Tech-stack
3D Perception | BEV | CNN | Camera Calibration | Computer Vision | Data labeling | Dataset Preparation | Deep learning | Depth Estimation | Distributed Training | Experiment tracking | Geometric reasoning | Image Segmentation | Monocular Depth | Multi-task Learning | Object Detection | PyTorch | Python | Ray | Scene Understanding | Structure from Motion | Transformers
Education
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