Torc Robotics

Torc Robotics

Senior, ML Engineer - Tracking

Remote - US · Senior

Sponsorship not specifiedDetected 5 days ago
PythonC++AlgorithmsCode ReviewMachine LearningPyTorchMLOpsRoboticsSensorsLeadershipMentoring

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Cap-exempt (no lottery)0
Sponsors this role100
Entry-level history0
PERM / green-card track0
Lottery odds40
Fits your clock70

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Files H-1B transfers

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About the role

  • Meet the Team Accurate and highly available information about other actors and objects is fundamental to the safe operation of autonomous trucks.
  • Core capabilities depend on accurate tracking estimates to ensure safe and efficient vehicle behavior.

Responsibilities

  • Design, develop, and deploy production ML models for multi-object tracking, including association, learned pose and kinematic estimation, and sensor fusion using camera, LiDAR, radar, and other vehicle sensors.
  • Develop scalable training and evaluation workflows using PyTorch, distributed training infrastructure, and large-scale real-world datasets.
  • Design and improve tracking and sensor fusion algorithms for robust vehicle pose and kinematics
  • Analyze large-scale vehicle data to characterize performance, identify failure modes, and drive model and system improvements.
  • Develop robust, efficient production software in modern C++ and Python across the full development lifecycle.
  • Make technical design and architecture decisions, balancing model performance, computational efficiency, robustness, and production constraints.
  • Collaborate with perception, mapping, planning, controls, and platform teams to deliver integrated autonomous driving capabilities.
  • Provide technical leadership through design reviews, code reviews, mentoring, and development of engineering best practices.
  • Strong experience developing and deploying ML models for perception, localization, or sensor fusion domains.
  • Demonstrated ability to work with large multimodal datasets and build scalable pipelines for processing, labeling, and evaluation. <span data-ccp-props="{"134233117":false,"134233118":false,"335551550":0,"335551620":0,"335559685":360,"335559737"

Requirements

  • Experience with AV or robotics perception systems (tracking, detection, SLAM, scene modeling, ect.).
  • Proficiency with PyTorch and modern ML tooling for training, inference, and optimization.

Benefits

  • Join us and catapult your career with the company that helped pioneer autonomous technology, and the first AV software company with the vision to partner directly with a truck manufacturer.

Company info

  • At Torc, we have always believed that autonomous vehicle technology will transform how we travel, move freight, and do business.
  • Now a part of the Daimler family, we are focused solely on developing software for automated trucks to transform how the world moves freight.
  • Meet the Team
  • Accurate and highly available information about other actors and objects is fundamental to the safe operation of autonomous trucks.
  • Our solutions fuse information from multiple sensors and maintain robust performance despite sensor imperfections, environmental challenges, and system degradation.
  • As part of this team, you will develop and deploy production-ready tracking solutions and help solve the challenges of bringing autonomous vehicle technology to real-world commercial applications.
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This listing is sourced directly from Torc Robotics's careers page and normalized into a canonical job model.