- 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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