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Infographic showing various Software Engineer job openings at Torc Robotics in the United States as of May 2026, with employment types broken down into 100% Full Time. Highlights an 50% Physical, and 50% Remote job distribution.
Senior, ML Engineer - ML Ops Framework

Senior, ML Engineer - ML Ops Framework

Torc Robotics

Ann Arbor, MI • On-site

$102K - $140K/yr

Full-time

Posted 13 days ago

Job description

Job Summary:
Torc Robotics is a leader in autonomous driving focused on developing software for automated trucks. They are seeking a Senior ML Engineer to build, maintain, and improve their ML frameworks, enabling advanced autonomous vehicle solutions at scale.
Responsibilities:
• You will work to build, maintain and improve our Torc ML frameworks including the following tools:
• Cloud tooling
• Terraform, AWS Managed Services, EKS, Ray
• Data ops
• 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 organization wide systems and platforms for ML Ops.
• Be a key driver of the technical requirements and the adoption of the AV 3.0 Dev Kit with internal stakeholders.
• Drive velocity in development, review, iteration, and be one of the key contributors to help drive the team forward.
• You will be a trusted technical voice to drive collaboration of the Data Loop & Simulation organization within the AI Division at Torc.
Qualifications:
Required:
• Bachelor’s degree in Computer Science, Software Engineering, or related field with 6+ years of professional experience.
• Master’s degree in Computer Science, Software Engineering, or related field with 3+ years of professional experience.
• Experience with large scale distributed training, specifically working with Ray.
• You are well versed in open-source software and make contributions.
• You have built ML solutions that have reached production.
• You feel comfortable with the data science and ML iteration/lifecycle.
• You can balance multiple stakeholders when designing components of the ML development lifecycle.
• You have familiarity with compute and data platforms.
• You want to build, maintain, grow, and improve our ML platform.
• You know that a healthy software deployment requires mature software practices.
• Experience in the autonomous vehicle (L4) or adjacent industry.
• Knowledge of English is required since the selected candidate will need to collaborate daily with English-speaking colleagues in the United States and work with technical documentation written exclusively in English.
Preferred:
• You are familiar with model optimizations/compression for edge deployment.
• You love to speak with users and help them reach their goals.
• Reinforcement Learning for physical AI.
• Publications in relevant conferences (NeurIPS, ICML, CVPR, ICLR, etc.).
• Contribute to open source software and speaking at seminars or conferences.
Company:
Torc provides L4 end-to-end self-driving software for mobility, trucking, mining, and defense markets through strategic partnerships Founded in 2005, the company is headquartered in Blacksburg, USA, with a team of 501-1000 employees. The company is currently Late Stage.

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