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Field AI

Robot type
Robot AI and Software
Location
IrvineCaliforniaUSA
Job type
Artificial Intelligence
Posted
Oct 18, 2026
Full-time

Robotics Applied Scientist, Spatio-Temporal Scene Understanding & Memory

Job description

Field AI — Robotics Applied Scientist, Spatio-Temporal Scene Understanding & Memory (Irvine, California).

Job responsibilities

  • Investigate the appropriate representation for the robot's mission memory: a persistent spatio-temporal representation of what it saw, where, when, and how it changed, across missions and sites, so assets that move,…
  • Build world models that let the robot reason and plan over that memory and recover physical parameters through interaction for physics-aware digital twins.
  • Combine learned and physically grounded models, with geometry and dynamics as the ground truth.
  • Bridge the perception-reasoning gap for long-term autonomy.

Job requirements

  • PhD in robotics, computer science, electrical engineering, aerospace engineering, mechanical engineering, or a related field, with publications at top venues such as RSS, CoRL, ICRA, IROS, T-FR, T-RO, CVPR, NeurIPS, or…
  • Hands-on experience with vision-language or foundation models applied to spatial reasoning, memory, or long-horizon embodied question answering.
  • Depth in 3D representations: scene graphs, neural or Gaussian-splat maps, or object-centric maps, and the estimation underneath them.
  • Strong Python; able to run your methods on real robots with C++ and ROS 2.
  • Clear thinking about what a representation is for and how to evaluate it, and comfort with a fast-paced environment where research questions are set by what the next deployment needs.

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