Ingénieur·e en apprentissage automatique, II
Torc Roboticsabout 5 hours ago
Remote, United States +2 moreMid Level / Senior
H1B Sponsor
Responsibilities
- Develop and train machine learning models for acquired behavior systems.
- Implement production-quality code to support model training, evaluation, and inference.
- Analyze model performance and propose improvements for robustness.
- Contribute to model training pipelines and organize behavior datasets.
- Collaborate with simulation and validation teams to test models in various driving environments.
- Integrate acquired behavior models into simulation and testing workflows.
- Support the development of tools and infrastructure for model experimentation.
Requirements
- Bachelor's degree in computer science, robotics, electrical engineering, machine learning, or a related technical field with at least 4 years of experience, or a master's degree with at least 2 years of experience.
- Experience applying machine learning techniques such as imitation learning and reinforcement learning to robotics or autonomous systems.
- Strong programming skills in Python and PyTorch, with experience in production-quality code.
- Experience training and evaluating machine learning models using large datasets.
- Understanding of machine learning architectures used in autonomous driving systems.
- Experience debugging model behavior and analyzing performance metrics.
- Ability to collaborate with multidisciplinary teams to integrate machine learning models.
Benefits
- Competitive compensation package including bonuses and stock options.
- Medical, dental, and vision coverage for full-time employees.
- Retirement savings plan with employer contribution of 6%.
- Public transit subsidy (only in the Montreal area).
- Flexible hours and generous paid vacation.
- Company-wide office closures during holidays.
- Life insurance.