Torc Robotics
Staff, ML Engineer - Scene Generation
Remote - US, Ann Arbor, MI · Staff+
Sponsorship not specifiedDetected 19 days ago
PythonCloud PlatformsRESTMachine LearningDeep LearningComputer VisionRoboticsElectrical EngineeringSensorsResearch
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odds of building a lasting career here
42Risky
Cap-exempt (no lottery)0
Sponsors this role100
Entry-level history0
PERM / green-card track0
Lottery odds40
Fits your clock70
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About the role
- Meet the Team Torc is marching towards its AV 3.0 strategy.
- High-quality data from novel scenarios closes the domain data gap, solving one of the biggest challenges for safe autonomous driving.
- The team works on state-of-the-art approaches for Neural Rendering and data generation for camera, LiDAR, and Radar sensor data, contributing to Torc's data workflow for training and validation across the complete AV stack.
Responsibilities
- Serve as the team's technical lead, owning key design decisions and driving consensus across engineers and stakeholders.
- Lead the Scene Generation team day to day, prioritizing work, unblocking engineers, and making the final call on architecture and technical approach.
- Implement and guide the team in applying the latest research advances in Neural Rendering and generative models.
- Own the neural rendering framework end to end, from research, design, and implementation through testing, cloud integration, and deployment.
- Design, implement, test, and deploy shippable production quality software using disciplined software development processes, setting the technical bar for the team.
- Drive alignment across team interfaces to the rest of the organization, representing Scene Generation's roadmap, priorities, and constraints to peer teams and leadership.
- Demonstrated experience leading a team or serving as a technical lead, setting direction and driving consensus across engineers and stakeholders.
Requirements
- Experience with production data in the context of robotics and/or autonomous driving
Benefits
- Set and own the technical vision and roadmap for the Scene Generation team's Neural Rendering and generative modeling work, aligned to Torc's AV 3.0 strategy.
- Work within the cloud machine learning ecosystem alongside other machine learning services across the company, owning integration and scaling decisions for the team's pipeline.
- Proficiency in Python and deep learning frameworks such as PyTorch.
- Background in Computer Vision, Computer Graphics, 3D Reconstruction, or 3D Computer Vision.
- Experience with VDI and cloud-based machine learning development environments.
Company info
- At Torc, we have always believed that autonomous vehicle technology will transform how we travel, move freight, and do business.
- 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.
- 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.
- Meet the Team
- Torc is marching towards its AV 3.0 strategy.
- The Scene Generation team builds sensor simulation based on Neural Rendering and generative models for Torc's data-driven simulator.
- As Staff ML Engineer, you will lead this team, setting its technical direction and day-to-day priorities.
- About the Company
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This listing is sourced directly from Torc Robotics's careers page and normalized into a canonical job model.