Senior Machine Learning Engineer 3D Reconstruction

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