Job Details

Machine Learning Engineer

  2026-04-30     Signify Technology     Santa Rosa,CA  
Description:

Senior Machine Learning Engineer — 3D Reconstruction


About the role

We're hiring a Senior Computer Vision Engineer to lead our 3D work — reconstruction, neural rendering, and the production systems that bring them to life. You'll work with real-world sensor data, modern techniques like Gaussian Splatting, and have real scope to shape both our research direction and the systems we ship.


This is a senior, hands-on role for someone who's lived inside 3D systems before — ideally at a self-driving car company, robotics startup, or another team pushing 3D reconstruction into the real world. If you're equally comfortable reading a neural rendering paper and shipping production code, you'll feel at home here.


What you'll do

  • Design and build 3D reconstruction pipelines from real-world sensor data
  • Work with neural splatting (Gaussian Splatting) and neural rendering methods alongside classical 3D techniques
  • Solve hard problems across calibration, multi-view geometry, optimization, and rendering at scale
  • Move research-grade prototypes into reliable production systems
  • Contribute across our stack in TypeScript, Python, and AWS


Required qualifications

  • PhD + 2 years of relevant experience, OR Master's + 5 years of relevant experience, OR strong startup experience shipping 3D technologies
  • Direct, hands-on experience with 3D reconstruction (self-driving, robotics, AR/VR, or mapping)
  • Solid grounding in 3D fundamentals: camera models, multi-view geometry, point clouds, meshes, SDFs
  • Working familiarity with neural splatting (Gaussian Splatting, NeRF-family methods) and modern neural rendering
  • Strong software engineering fundamentals — comfortable owning systems in production
  • Proficient in Python and willing to work in TypeScript on AWS


Preferred qualifications

  • Experience at a self-driving car company, robotics company, or 3D-focused startup
  • Track record of bringing strong colleagues with you — we deeply value candidates who can attract and refer other top talent


Compensation & benefits

  • Base salary: $300,000
  • Equity in an early-stage company


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