Senior, ML Engineer - ML Ops Framework
Torc Roboticsabout 1 month ago
Remote, Canada or Montréal, CanadaSenior / Mid Level
H1B Sponsor
Responsibilities
- Build, maintain, and improve ML frameworks for autonomous vehicle solutions.
- Design cloud tooling using Terraform, AWS Managed Services, and EKS.
- Manage data operations including Parquet processing and vector databases.
- Develop and maintain the ML development pipeline using Python, Ray, and PyTorch.
- Implement logging, aggregation, and experiment tracking systems.
- Drive collaboration within the AI Division and support the adoption of the AV 3.0 Dev Kit.
Requirements
- Bachelor’s degree in Computer Science, Software Engineering, or related field with 6+ years of experience, or a Master’s degree with 3+ years.
- Experience with large scale distributed training, particularly with Ray.
- Proven track record of building ML solutions that have reached production.
- Familiarity with compute and data platforms and the ML lifecycle.
- Experience in the autonomous vehicle industry is preferred.
Benefits
- Competitive compensation package including bonuses and stock options.
- Medical, dental, and vision coverage for full-time employees.
- RRSP plan with a 4% employer match.
- Flexibility in schedule and generous paid vacation.
- Company-wide holiday office closures.
- Life insurance coverage.