Senior Machine Learning Engineer 3D Reconstruction
Applied Intuition · Sunnyvale ·
- Work mode
- Onsite
- Seniority
- Senior
- Category
- ML ai
- Experience
- 5+ years
You will develop learning-based 3D reconstruction methods for driving simulations. You will productionize research, improve reconstruction fidelity and scalability, build evaluation workflows, solve customer technical problems, and influence technical architecture.
Responsibilities
- Advance learning-based 3D reconstruction methods
- Productionize research to improve fidelity, robustness, and scalability
- Develop reconstruction for dynamic driving scenes
- Build evaluation metrics, benchmarks, and validation workflows
- Implement customer technical solutions
- Collaborate on end-to-end solutions
- Own critical technical components and influence architecture
Requirements
- 5+ years developing and shipping machine learning or computer vision systems
- Experience with 3D Gaussian Splatting and NeRFs
- Knowledge of multi-view geometry, camera models, and differentiable rendering
- Python, PyTorch, and C++ and/or CUDA proficiency
- Ability to productionize research ideas
Benefits
- Equity
- Occasional remote-work flexibility