3D Computer Vision Engineer
Core
Design and implement state-of-the-art solutions for offline and online 3D reconstruction and scene understanding for autonomous vehicles, advanced robotic systems, and drone technologies.
Role type
Senior IC 3D Computer Vision Engineer
Builds
Spatial computing platform for AV, robotics, and drones
Domain
AI & Robotics / 3D Computer Vision
Deliverable
production ML models
Required skills
3D reconstruction, visual SLAM, neural rendering (NeRFs, Gaussian Splatting), multi-view geometry, deep learning (transformers, diffusion models), PyTorch, TensorFlow, linear algebra, computational geometry, numerical optimization
Preferred skills
real-time graphics, sensor fusion, signal processing, computational photography, robotics
Technologies
NeRFs, Diffusion Models, Gaussian Splatting, Multiview Stereo, TSDF Fusion, Structure from Motion, SLAM, PyTorch, TensorFlow
Responsibilities
Develop cutting-edge solutions using NeRFs, Diffusion Models, Gaussian Splatting, Multiview Stereo, TSDF Fusion, Structure from Motion, and SLAM; Create robust 3D perception and scene understanding systems; Collaborate with cross-functional teams to refine and scale Avala's 4D labeling platform; Employ strong coding, testing, and deployment practices; Continuously explore new methods in 3D vision, neural rendering, and large-scale data processing.
Seniority
Senior, hands-on IC
