Senior Machine Learning Engineer
Delaware Racing Association
Sunnyvale, 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
3D Scanning
Computer Vision
C++ (Programming Language)
Nvidia CUDA
Python (Programming Language)
Machine Learning
NeRF (Neural Radiance Fields)
Pytorch
Production Code
Stable Diffusion
Job description
- Diffusion and video generation models for realistic, controllable sensor data
- Generation conditioned on scene layout, camera pose, actors and trajectories
- Temporally consistent, multi-camera video
- Adding new scenarios, weather and lighting to real-world logs
- Combining generative models with 3D reconstruction
- Scaling training and inference of large models for production
Requirements
- 5+ years building and shipping ML or computer vision systems
- Strong hands-on experience with diffusion and video models (latent/video diffusion, DiTs)
- Experience training and fine-tuning large models
- Python and PyTorch
- A track record of turning research into production code
- Bonus: 3DGS/NeRF, world models, multi-view consistent generation, distillation and efficient sampling, C++/CUDA, AV or robotics data, and publications at CVPR, NeurIPS, ICLR, ICML or similar.
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