Senior Machine Learning Engineer 3D Reconstruction
Applied IntuitionVisit Applied Intuition website
Applied Intuition is a physical-AI company that provides software platforms for developing, validating, deploying, and operating intelligent vehicles and machines.
Sunnyvale, United States
About Applied Intuition
Founded in 2017, Applied Intuition builds physical-AI tooling and infrastructure, a Vehicle OS, and a Self-Driving System for automotive, defense, trucking, construction, mining, agriculture, and robotics applications.
Skills
Candidate Availability
Required and preferred rules are kept separate and reflect the wording in the original posting.
About the Role
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.
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
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
Benefits
- Equity
- Occasional remote-work flexibility