Senior Machine Learning Engineer
Delaware Racing Association
San Francisco, CA, United States
7 days ago
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Role details
Contract type
Permanent contract
Employment type
Full-time (> 32 hours)
Experience level
Expert
Experience required
5 years minimum
Working hours
Regular working hours
Job source
Tech stack
Computer Vision
C++ (Programming Language)
Nvidia CUDA
Python (Programming Language)
Machine Learning
Pytorch
Production Code
Requirements
- 5+ years building and shipping ML or computer vision systems
- Hands-on experience with 3DGS and/or NeRFs
- Strong grounding in multi-view geometry, camera models and differentiable rendering
- Python and PyTorch, plus C++ and/or CUDA
- A track record of turning research into production code
- Bonus: feed-forward/generalisable splatting, SLAM/SfM, graphics, AV or robotics data, and publications at CVPR, ECCV, NeurIPS, SIGGRAPH or similar.
Benefits & conditions
I’m partnering with a well-funded autonomy and simulation company whose software is used by most of the world’s major car manufacturers and by defence customers.
The team builds photorealistic simulation from real-world driving data, and they’re hiring senior engineers to improve the reconstruction technology at its core.
What you’ll work on:
- Advancing Gaussian Splatting and NeRF-based reconstruction for large, dynamic driving scenes
- Dynamic actor reconstruction, scene editing and novel view synthesis
- Multi-sensor rendering (camera and LiDAR)
- Feed-forward reconstruction to cut per-scene optimisation cost at scale
- Building benchmarks for reconstruction fidelity and the sim-to-real gap
- Working directly with customers to solve real problems
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