FieldAI Tech Stack

Foundation models and autonomy software for industrial robots in unstructured environments

Robotics Engineering Irvine, CA 51–200 employees Privately Held

FieldAI builds the autonomy layer for robots operating in complex, unmapped environments—combining physics-based reasoning with learned models via their Field Foundation Model (FFM). The stack reveals dual engineering depth (PyTorch, TensorFlow, CUDA, Jetson for ML; ROS, C++, LiDAR for robotics) and production hardening (Kubernetes, Triton inference, edge optimization). Hiring velocity is accelerating across 47 open roles, with 22 engineering positions and a notable concentration of senior-level talent, signaling both technical complexity and a transition from research to field-deployed systems.

Tech Stack 33 technologies

Core StackSalesforce TypeScript Node.js Python PostgreSQL MySQL MongoDB Docker AWS PyTorch TensorFlow SageMaker C++ Terraform CloudFormation RAG Kubernetes Asana LinkedIn ROS OpenCV Open3D CloudCompare Ubuntu LiDAR ONNX TensorRT Triton Jetson CUDA+3 more

AdoptingSalesforce

What FieldAI Is Building

◆Challenges

Operational challenges in construction
Growing early enterprise customer base
Scaling hiring for revenue and finance roles
Scaling robotics platform
Adoption of robotics platform in construction
Complex unstructured environments
Complex sales cycles
High-growth sales performance
Translating research into reliable robot systems
Ensuring robust scalable safe robot systems

▲Active Projects

Field deployment of robotic systems
Build playbook for enterprise customer success in construction
Field-insight foundation model (fifm) infrastructure
Playbook development for enterprise customer support
Construction gtm motion scaling
Edge inference stack optimization
Expansion opportunity identification
Ai model integration into production
3d spatial data processing pipelines
Humanoid manipulation research

Hiring Activity

Accelerating45 roles · 40 in 30d

Department

Engineering

Sales

Support

Marketing

Design

Finance

Ops

Seniority

Senior

Intern

Mid

Junior

Lead

Staff

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About FieldAI

FieldAI develops autonomous robot software that works without pre-trained models, GPS, or pre-programmed routes. The company targets industrial operations—particularly construction—where robots encounter unpredictable, unstructured environments. Their core technology, the Field Foundation Model, learns from each deployment to improve fleet-wide autonomy and safety. The org is scaling rapidly: active projects span field deployment playbooks, enterprise customer success infrastructure, construction go-to-market motion, edge inference optimization, and 3D spatial data pipelines. Based in Irvine with 51–200 employees, they're hiring across the US, Japan, and Singapore.

HeadquartersIrvine, CA

Company Size51–200 employees

Hiring MarketsUnited States, Japan, Singapore

Frequently Asked Questions

What AI and robotics technologies does FieldAI use?

PyTorch, TensorFlow, CUDA, Jetson for ML; ROS, C++, OpenCV, LiDAR, and Open3D for robotics perception; Triton and TensorRT for edge inference; RAG for retrieval-augmented generation.

Where is FieldAI headquartered and hiring?

Headquartered in Irvine, CA. Actively hiring in the United States, Japan, and Singapore across engineering, sales, support, marketing, and operations.