ML Engineer I MLOps Framework
Torc RoboticsVisit Torc Robotics website
Torc Robotics is a Daimler Truck subsidiary developing Level 4 autonomous-driving software and systems for long-haul Freightliner Cascadia trucks.
Blacksburg, United States
About Torc Robotics
Founded in 2005 as Torc Technologies, Torc Robotics commercializes self-driving trucking technology, including its virtual-driver software, for freight operations.
Skills
Candidate Availability
Required and preferred rules are kept separate and reflect the wording in the original posting.
About the Role
You will provide on-call MLOps support for model development teams, triage and resolve pipeline issues, debug model-development workflows, and identify root causes across the ML stack. You will collaborate with senior engineers to improve tooling, documentation, and operational processes, while communicating findings to stakeholders.
Requirements
- Bachelor’s degree in Computer Science, Robotics, Electrical Engineering, or a related technical field
- 0–3+ years of relevant experience
- Python
- ML frameworks such as PyTorch
- Model training pipelines
- MLOps tooling
- CI/CD systems
- Monitoring
- Logging
- Pipeline orchestration
- Debugging and problem-solving
- Cross-functional communication
Responsibilities
- Provide on-call MLOps support for model development teams
- Triage and resolve pipeline issues
- Debug model development workflows and identify root causes across the ML stack
- Improve tooling, documentation, and operational processes with senior engineers
- Communicate with model development teams and stakeholders
- Share issue findings across the organization
Benefits
- Bonus component
- Stock options
- 100% paid medical, dental, and vision premiums for full-time employees
- 401K plan with a 6% employer match
- Flexible schedule
- Generous paid vacation available immediately after start date
- AD+D insurance
- Life insurance