1 час назад
Senior Software Engineer (3D Computer Vision)
150 000 - 200 000$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Senior Software Engineer (3D Computer Vision) (C++/Python): Developing production-grade point cloud processing and reconstruction pipelines for field-ready robotic AI systems with an accent on computational geometry, large-scale 3D datasets, and runtime performance. Focus on solving loop closure, global consistency, multi-view fusion, and integrating advanced 3D vision methods.
Location: Irvine, California, United States; on-site
Salary: $150,000–$200,000 per year
Company
develops risk-aware, reliable, field-ready AI systems for robots operating in complex, unstructured environments.
What you will do
- Develop and optimize point cloud processing pipelines for registration, denoising, normal estimation, segmentation, and primitive extraction.
- Design efficient algorithms for large-scale, unstructured 3D datasets with strong memory and runtime performance.
- Implement production-grade computational geometry and linear algebra in C++ and Python.
- Solve reconstruction problems including loop closure, global consistency, and multi-view fusion.
- Evaluate and integrate emerging 3D vision methods, including neural implicit representations and advanced meshing techniques.
- Partner with platform teams to support scalable and efficient algorithm deployment.
Requirements
- 4+ years of experience in computer vision, computational geometry, or 3D-focused software engineering.
- Master’s or Ph.D. in computer science, applied mathematics, or a related field specializing in 3D vision or geometric processing.
- Strong proficiency in modern C++ and Python.
- Strong foundation in 3D geometry, linear algebra, rigid body transformations, quaternions, and projective geometry.
- Deep experience with point cloud algorithms such as ICP, GICP, RANSAC, NDT, and region growing, plus spatial data structures including k-d trees, octrees, and voxel grids.
- Hands-on experience with PCL, Open3D, Eigen, or Ceres, and familiarity with PCD, PLY, E57, or LAS data formats.
Nice to have
- Experience with Ceres, GTSAM, or g2o for bundle adjustment or pose graph optimization.
- Background in SLAM or Structure from Motion pipelines.
- Experience processing LiDAR, RGB-D, or photogrammetry datasets.
- Familiarity with Linux and Docker.
- Exposure to ROS and knowledge of survey-grade accuracy or georeferencing algorithms.
Culture & Benefits
- Work on robotics systems deployed in real-world field environments.
- Collaborate with an interdisciplinary team focused on perception, planning, localization, and manipulation.
- Join a close-knit engineering organization that values creativity, resilience, and bold technical thinking.
- Full-time employment at an on-site Southern California location.
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