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← Torc Robotics

Staff, Machine Learning Engineer - BEV/Multi-Modal Perception

Torc Robotics
Location
Remote, U.S, Ann Arbor, MI
Posted
16 days ago
Department
Autonomy
What they actually want (must-haves)
  • 10+ years of experience in deep learning for perception, 3D vision, and/or autonomous systems
  • M.S. or Ph.D. in Computer Science, Electrical Engineering, Robotics, or related field (or equivalent practical experience)
  • Proven expertise in BEV modeling, 3D scene understanding, and multi-view fusion
  • Strong background in multi-modal sensor fusion, particularly integrating camera and LiDAR data
  • Proficiency in Python and deep learning frameworks such as PyTorch or TensorFlow
  • Experience with large-scale data pipelines, distributed training, and experiment management systems
Nice to have
  • Experience with autonomous driving or robotics perception in production environments
  • Experience with MLOps and infrastructure tools (Ray)
  • Hands-on expertise in BEV-based ML architectures, LiDAR-vision fusion, or spatial-temporal modeling
  • Familiarity with 3D labeling, calibration, and sensor simulation pipelines
  • Track record of publications or open-source contributions in top-tier venues (CVPR, ICCV, NeurIPS, ICRA, CoRL)
What the job really is

As a Staff Machine Learning Engineer at Torc, you will lead the development of advanced perception models that integrate data from various sensors like cameras, LiDAR, and radar. Your role will involve defining technical roadmaps, designing multi-modal architectures, and overseeing large-scale training workflows to enhance the perception capabilities of autonomous driving technology. Additionally, you will mentor other engineers and stay updated on the latest ML research to drive innovation in the field.

Benefits
  • A competitive compensation package that includes a bonus component and stock options
  • 100% paid medical, dental, and vision premiums for full-time employees
  • 401K plan with a 6% employer match
  • Flexibility in schedule and generous paid vacation (available immediately after start date)
  • Company-wide holiday office closures
  • AD+D and Life Insurance
Things to weigh
  • No salary listed in the posting, but a hiring range is provided
  • Role focuses on technical leadership and innovation rather than feature integration
  • Remote work option available, but hybrid capacity in Ann Arbor is also an option
Job score3.4/5
Benefits3/5
Freshness4/5
Career value5/5
Role clarity5/5
Pay transparency0/5

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