Torc Robotics

Torc Robotics

Senior, ML Engineer - Offline Perception

Remote - US, Ann Arbor, MI · Senior · Full-time

Sponsorship not specified$199k-$299kDetected 14 days ago
AlgorithmsRESTMachine LearningDeep LearningPyTorchComputer VisionMLOpsAccessibilityProject ManagementRoboticsElectrical EngineeringSensorsLeadershipMentoring

About the role

  • The annotations include 2D, 3D bounding boxes, classes, trajectories, lane lines, segmentations, depths etc.
  • The annotations are then used by different downstream users, for example, perception teams use it to train various models and simulation teams use it for generating new data.

Responsibilities

  • Design, implement, test and deploy offline object detection, tracking and fusion modules to automatically create annotations on Cloud Services from logged sensor data (Cameras, Lidars, Radars)
  • Demonstrated project management skills, serving as project lead guiding less experienced team members in multiple facets of project execution.
  • Independently develop offline perception models or algorithms using disciplined software development processes, making recommendations for developing new code or re-using existing code, implementing version control, and maintaining
  • Define and implement ingestion, data preparation, curation, and governance of large, multi-faceted data sets supporting analytics models and workflows.
  • Scope of Influence: Expected to drive alignment across team interfaces to the rest of the organization. Designs, maintains and owns team technical solutions and drives consensus. Mentors and guides engineers within the group.
  • A leader in autonomous driving since 2007, Torc has spent over a decade commercializing our solutions with experienced partners.
  • Now a part of the Daimler family, we are focused solely on developing software for automated trucks to transform how the world moves freight.

Nice to have

  • Bachelor's Degree in Computer Science, Robotics, Electrical Engineering or related technical field plus demonstrates competences and technical proficiencies typically acquired through 6+ years of experience OR;
  • Master's Degree in Computer Science, Robotics, Electrical Engineering or related technical field plus demonstrates competences and technical proficiencies typically acquired through 3+ years of experience OR;

Compensation

  • $199k-$299k

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.
  • Develop guidelines and standards for analytics and machine learning models, their deployment, and associated processes.
  • Active Learning & Pseudo-labeling - Computer Vision, Deep Learning, Model training.
  • Distributed machine learning frameworks - PyTorch, Lightning, Ray.

Company info

  • At Torc, we have always believed that autonomous vehicle technology will transform how we travel, move freight, and do business.
  • Meet The Team:
  • Pseudo-Labeling team's goal is to create high quality annotations on sensor data (images, point clouds).
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This listing is sourced directly from Torc Robotics's careers page and normalized into a canonical job model.