This role focuses on owning model development for scoped problem areas to deliver production-ready machine learning solutions within the autonomy stack
Job Summary
This role focuses on owning model development for scoped problem areas to deliver production-ready machine learning solutions within the autonomy stack.
The team builds and maintains core vision systems that enable the autonomy stack to understand the environment, detect objects, and estimate scene structure.
Torc offers a competitive compensation package including bonuses, stock options, medical benefits, and an RRSP plan with a 6% employer match.
Matching Summary
This role focuses on owning model development for scoped problem areas to deliver production-ready machine learning solutions within the autonomy stack.
Salary
Competitive compensation; Bonus component and stock options included; Medical, dental, vision, and RRSP match provided
Skills & Requirements
Must-have
Deep learning model development
Python and PyTorch programming
Computer vision perception systems
Distributed training pipelines
Production-quality ML code
Nice-to-have
Experience with autonomous driving
Multi-task learning architectures
Ray distributed training systems
Camera calibration expertise
3D perception from images
Key Requirements
Bachelor's degree with 6+ years experience or Master's with 3+ years
Strong Python and PyTorch skills
Experience with large-scale datasets and distributed compute