Ingénieur(e) principal (e) en apprentissage automatique - Cadres des opérations d’AA
Torc Roboticsabout 1 month ago
Remote, Canada or Montréal, CanadaSenior / Staff+
H1B Sponsor
Base Salary
$199k - $299k/yr
Responsibilities
- Design, maintain, and improve Torc's machine learning frameworks.
- Utilize cloud tools such as Terraform and AWS Managed Services.
- Handle data operations and processing using various data formats.
- Develop and optimize machine learning pipelines with Python and PyTorch.
- Ensure effective logging, aggregation, and experimentation tracking.
- Collaborate with internal stakeholders on technical requirements.
- Drive development velocity and contribute to team advancements.
Requirements
- Bachelor's degree in Computer Science, Software Engineering, or a related field with at least 6 years of professional experience.
- Master's degree in a relevant field with at least 3 years of professional experience is preferred.
- Experience with large-scale distributed training, particularly with Ray.
- Familiarity with open-source software and contributions.
- Proven experience in deploying production-level autonomous solutions.
- Comfortable with data science and the machine learning lifecycle.
- Experience in the autonomous vehicle sector or related fields is a plus.
Benefits
- Competitive compensation package including bonuses and stock options.
- Comprehensive medical, dental, and vision coverage for full-time employees.
- Retirement savings plan with a 4% employer contribution.
- Public transportation subsidy available in the Montreal area.
- Flexible work hours and generous paid vacation.
- Company-wide office closures during holidays.
- Life insurance coverage.