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Senior Software Engineer, 3D Computer Vision

Field Ai

Irvine, CAFull-time$160–240K/yrPosted 7mo agoStill listed today

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At a glance

Compensation
$160–240K/yr
Location
Irvine, CA
Schedule
Full-time
Work Authorization
Not specified

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Job overview

Field AI is seeking a Senior Software Engineer, 3D Computer Vision to develop algorithms for 3D reconstruction and spatial understanding. The role processes data from laser scanners and imaging sensors, building workflows for 3D point cloud datasets. The ideal candidate brings expertise in computational geometry and point cloud processing, and will deliver maintainable code; a robotics hardware background is not necessarily required.

Skills & qualifications

RequiredNice to have

Skills

Computer VisionComputational GeometryLinear AlgebraC++ (Programming Language)Python (Programming Language)3D ReconstructionGeneral MathematicsAlgorithms3D Software EngineeringModern C++3D GeometryRigid Body TransformationsProjective GeometryPoint Cloud AlgorithmsSpatial Data StructuresPCLOpen3DEigenCeres3D Data FormatsProblem SolvingProduction Code DevelopmentNonlinear OptimizationBundle AdjustmentPose Graph OptimizationSLAMStructure From MotionLiDAR ProcessingRGB-D ProcessingPhotogrammetry ProcessingLinuxContainerizationDockerROSGeoreferencing

Qualifications

4+ Years ExperienceMaster's or Ph.D. In Related Field

Full job description

Field AI is transforming how robots interact with the real world. We are building risk-aware, reliable, and field-ready AI systems that address the most complex challenges in robotics, unlocking the full potential of embodied intelligence. We go beyond typical data-driven approaches or pure transformer-based architectures, and are charting a new course, with already-globally-deployed solutions delivering real-world results and rapidly improving models through real-field applications.

Field AI is seeking a passionate Senior Software Engineer, 3D Computer Vision to play a vital role in the development of advanced algorithms for 3D reconstruction and spatial understanding. In this role, you will work with data from high-fidelity laser scanners and imaging sensors to design and optimize workflows for processing, analyzing, and structuring 3D point cloud datasets. The ideal candidate will have deep expertise in computational geometry and point cloud processing algorithms, delivering high-quality, maintainable code without necessarily requiring a background in robot hardware. Your contribution is essential to helping us extract precise geometric truths from the real world to ensure our continued growth and value.

What You Get To Do

  • Develop and optimize point cloud processing pipelines, including registration, denoising, normal estimation, segmentation, and primitive extraction
  • Design efficient algorithms for large-scale, unstructured 3D datasets with attention to memory and runtime performance
  • Implement production-grade computational geometry and linear algebra in C++ and Python
  • Solve complex reconstruction challenges such as loop closure, global consistency, and multi-view fusion
  • Evaluate and integrate emerging 3D vision methods (e.g., neural implicit representations, advanced meshing techniques)
  • Partner with platform teams to ensure scalable, efficient deployment of algorithms

What You Bring

  • 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 related field with specialization in 3D vision or geometric processing
  • Strong proficiency in modern C++ (C++14/17) and Python
  • Solid mathematical foundation in 3D geometry, linear algebra, rigid body transformations (SE(3), quaternions), and projective geometry
  • Deep experience with point cloud algorithms (ICP, GICP, RANSAC, NDT, region growing) and spatial data structures (k-d trees, octrees, voxel grids)
  • Hands-on experience with libraries such as PCL, Open3D, Eigen, or Ceres
  • Familiarity with common 3D data formats (PCD, PLY, E57, LAS)
  • Strong problem-solving skills and ability to translate academic research into production-ready code

What Sets You Apart

  • Experience with non-linear optimization frameworks (Ceres, GTSAM, g2o) for bundle adjustment or pose graph optimization
  • Background in SLAM or Structure from Motion (SfM) pipelines
  • Experience processing LiDAR, RGB-D, or photogrammetry datasets
  • Familiarity with Linux development environments and containerization (Docker)
  • Exposure to ROS (not required)
  • Knowledge of survey-grade accuracy standards and georeferencing algorithms

Our salary range is generous and we take into consideration an individual's background and experience in determining final salary; base pay offered may vary considerably depending on geographic location, job-related knowledge, skills, and experience.

Why Join Field AI? We are solving one of the world’s most complex challenges: deploying robots in unstructured, previously unknown environments. Our Field Foundational Models™ set a new standard in perception, planning, localization, and manipulation, ensuring our approach is explainable and safe for deployment.

You will have the opportunity to work with a world-class team that thrives on creativity, resilience, and bold thinking. With a decade-long track record of deploying solutions in the field, winning DARPA challenge segments, and bringing expertise from organizations like DeepMind, NASA JPL, Boston Dynamics, NVIDIA, Amazon, Tesla Autopilot, Cruise Self-Driving, Zoox, Toyota Research Institute, and SpaceX, we are set to achieve our ambitious goals.

Be Part of the Next Robotics Revolution To tackle such ambitious challenges, we need a team as unique as our vision — innovators who go beyond conventional methods and are eager to tackle tough, uncharted questions. We’re seeking individuals who challenge the status quo, dive into uncharted territory, and bring interdisciplinary expertise. Our team requires not only top AI talent but also exceptional software developers, engineers, product designers, field deployment experts, and communicators.

We are headquartered in always-sunny Mission Viejo (Irvine adjacent), Southern California and have US based and global teammates.

Join us, shape the future, and be part of a fun, close-knit team on an exciting journey!

We celebrate diversity and are committed to creating an inclusive environment for all employees. Candidates and employees are always evaluated based on merit, qualifications, and performance. We will never discriminate on the basis of race, color, gender, national origin, ethnicity, veteran status, disability status, age, sexual orientation, gender identity, marital status, mental or physical disability, or any other legally protected status.

160000 - 240000 USD a year

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