Senior Machine Learning Engineer - 3D Reconstruction

📋 Description

• Advance learning-based reconstruction methods such as 3D Gaussian Splatting and NeRFs, bringing the
• Push the limits of neural reconstruction for large-scale, dynamic driving scenes, including dynamic
• Scale reconstruction quality and throughput across large volumes of fleet data
• Explore and productionize feed-forward reconstruction approaches to reduce per-scene optimization
• Define and build evaluation metrics, benchmarks, and validation workflows for reconstruction
• Work closely with customers to understand pain points and implement technical solutions in the

🎯 Requirements

• 5+ years of experience developing and shipping ML or computer vision systems
• Minimum of a Bachelor's degree in computer science, physics, robotics, or equivalent
• Strong hands-on experience with modern learning-based 3D reconstruction techniques, such as 3D
• Solid foundation in multi-view geometry, camera models, and differentiable rendering
• Proficiency in Python and PyTorch, along with C++ and/or CUDA
• Proven ability to turn research ideas into robust, production-quality software

🎁 Benefits

• Offers Equity