About the job
About Torc Robotics, Inc.
At Torc, we are pioneers in autonomous vehicle technology, driven by the belief that it will revolutionize transportation, freight movement, and business operations. As a leader in the autonomous driving sector since 2007, we have dedicated over a decade to commercializing our innovative solutions in collaboration with seasoned partners. Now a proud member of the Daimler family, our mission is to develop cutting-edge software for automated trucks, fundamentally changing the landscape of freight logistics. Join us and elevate your career with a company that has been at the forefront of autonomous technology, being the first AV software company to partner directly with a truck manufacturer.
Meet Our Team:
Our team facilitates ML developers across Torc to create the most sophisticated autonomous vehicle solutions at scale. We manage the entire ML experimentation lifecycle, from ideation and training to validation and model comparison, ultimately converting optimal models into practical truck formats. Operating primarily in AWS, we utilize tools such as Lightning and Ray for our distributed ML efforts, and we are excited to welcome a Senior ML Engineer who shares our vision for advancing autonomous freight solutions.
Your Responsibilities:
- Develop, maintain, and enhance our Torc ML frameworks, utilizing the following tools:
- Cloud tooling: Terraform, AWS Managed Services, EKS, Ray
- Data operations: Parquet processing (PyArrow, Daft, Pandas), vector databases / LanceDB, MCAP/ROS
- ML Development pipeline: Python, Ray, PyTorch, Lightning, Gymnasium
- Logging & aggregation, Experiment tracking, Model registry & lineage
- Visualization & dashboarding (e.g., Tableau, Voxel51, Rerun)
- Design and implement organization-wide systems and platforms for ML Ops.
- Act as a key driver for technical requirements and promote the adoption of the AV 3.0 Dev Kit among internal stakeholders.
- Enhance development velocity through review and iteration, contributing significantly to the team's progress.
- Serve as a trusted technical advisor to foster collaboration within the Data Loop & Simulation organization of the AI Division at Torc.
