Senior ML Engineer - Neural Rendering
New
T
Torc RoboticsAutonomous Vehicles
Remote - US, Ann Arbor, MIFull-TimeSenior
Salary177,300 - 234,000 USD per year
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Job Details
- Experience
- PhD or equivalent work experience of 6+ years
- Required Skills
- PythonPyTorchComputer Vision
Requirements
- Proficiency in Python and deep learning frameworks such as PyTorch
- PhD or equivalent work experience of 6+ years in CS, Robotics, or Electrical Engineering
- Industry experience in shipping production software
- Expertise in Neural Rendering (Neural Radiance Fields and 3D Gaussian Splatting) and generative models (Diffusion Models, Flow Matching)
- Background in Computer Graphics, 3D Reconstruction, or 3D Computer Vision
- Experience with VDI and cloud based machine learning development environments
Responsibilities
- Implement the latest research advances in Neural Rendering and generative models
- Translate cutting edge solution in the domain of autonomous driving for high-quality Camera, LiDAR and Radar sensor simulations
- Support implementing a neural rendering framework that allows to scale perception simulation and AV 3.0 training
- Integrate the framework in a cloud environment and automate the pipeline
- Own development projects in the team from research to deployment
- Design, implement, test and deploy shippable production quality software
- Work in the cloud machine learning ecosystem
- Proactively assess current capabilities and propose improvements
- Serve as project lead and mentor team members
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