General Robotics
Robotic Software & Control Systems · Military Robotics

General Robotics tech stack

General Robotics builds mostly with Python, C++, Rust. Its stack also includes TensorFlow, PyTorch, Azure, Kubernetes. Python is named in 14 of the 16 job postings General Robotics published in the last 12 months (88%). Counted by Alion from the job postings of General Robotics, updated Nov 11, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Nov 11, 2026
Technologies in use
57
Postings analysed
16
Open now
12
Modernity
73 /100
New in 6 months
8

What programming languages does General Robotics use?

Python is named in 88% of job postings at General Robotics, followed by C++ (69%), Rust (13%).

Python 14 88% required in 100% · 11 open now · since Feb 2026
C++ 11 69% required in 91% · 8 open now · since Feb 2026
Rust 2 13% required in 100% · 2 open now · since Feb 2026

What frameworks and libraries does General Robotics use?

TensorFlow is named in 56% of job postings at General Robotics, followed by PyTorch (50%), TensorFlow C++ (44%), MuJoCo (44%).

TensorFlow 9 56% required in 100% · 8 open now · since Feb 2026
PyTorch 8 50% required in 100% · 7 open now · since Feb 2026
TensorFlow C++ 7 44% required in 100% · 6 open now · since Feb 2026
MuJoCo 7 44% required in 71% · 6 open now · since Feb 2026
ROS2 6 38% required in 83% · 4 open now · since Feb 2026
ROS 6 38% required in 67% · 4 open now · since Feb 2026
Isaac Lab 3 19% required in 100% · 3 open now · since Sep 2026
CUDA 2 13% required in 100% · 2 open now · since Feb 2026
Show all (13)
JAX2
Ray2
Triton1
Unreal Engine1
Unreal Niagara1

What cloud and platforms does General Robotics use?

Azure is named in 19% of job postings at General Robotics, followed by Kubernetes (13%), AWS (13%), GCP (13%).

Azure 3 19% required in 33% · 3 open now · since Feb 2026
Kubernetes 2 13% required in 100% · 2 open now · since Feb 2026
AWS 2 13% required in 50% · 2 open now · since Feb 2026
GCP 2 13% required in 50% · 2 open now · since Feb 2026
Figma 1 6% required in 100% · since Sep 2026
NVIDIA Omniverse 1 6% required in 100% · 1 open now · since Feb 2026
Windows 1 6% required in 100% · 1 open now · since Feb 2026

What developer tools does General Robotics use?

AirSim is named in 56% of job postings at General Robotics, followed by Isaac Sim (50%), Docker (13%), CARLA (6%).

AirSim 9 56% required in 89% · 8 open now · since May 2026
Isaac Sim 8 50% required in 75% · 7 open now · since Feb 2026
Docker 2 13% required in 100% · 2 open now · since Feb 2026
CARLA 1 6% required in 100% · 1 open now · since Sep 2026
Canva 1 6% required in 100% · since Sep 2026
Git 1 6% required in 100% · 1 open now · since Oct 2026
Houdini 1 6% required in 100% · 1 open now · since Feb 2026
SLURM 1 6% required in 100% · 1 open now · since Feb 2026
Show all (11)
Zenoh1
Fusion 3601
SolidWorks1

What AI and ML technologies does General Robotics use?

Gaussian Splatting is named in 6% of job postings at General Robotics.

Gaussian Splatting 1 6% optional · 1 open now · since Feb 2026

Which engineering practices does General Robotics ask for?

Machine Learning is named in 75% of job postings at General Robotics, followed by Physical AI (75%), Computer Vision (69%), Imitation Learning (38%).

Machine Learning 12 75% required in 100% · 9 open now · since Apr 2026
Physical AI 12 75% required in 100% · 10 open now · since Feb 2026
Computer Vision 11 69% required in 91% · 9 open now · since Feb 2026
Imitation Learning 6 38% required in 100% · 6 open now · since Jul 2026
Reinforcement Learning 6 38% required in 100% · 6 open now · since Jul 2026
Reinforcement Learning 6 38% required in 100% · 6 open now · since Jul 2026
Sim-to-Real 5 31% required in 100% · 4 open now · since May 2026
Vision-Language-Action 5 31% required in 100% · 5 open now · since Jul 2026
Show all (22)
Synthetic Data3
World Models3
Fine-tuning2
Inverse Kinematics2
Perception2
Post-training2
SLAM2
Sensor Fusion2
Autonomous Navigation1
Digital Twin1
Multimodal AI1
Teleoperation1
AI Agents1
Agentic Workflows1

What does each General Robotics team work with?

The technologies each team's postings require most often, with the number of postings that require them.

Robotics

11 postings
Python11
C++9
AirSim8
TensorFlow8
PyTorch6
TensorFlow C++6

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How is the General Robotics stack changing?

Read from the dates of the postings themselves: a technology is new when the first posting that names it appeared in the last six months, rising or falling when its share of postings moved between the last two quarters.

First appeared
Inverse KinematicsSep 2026
PerceptionSep 2026
Post-trainingSep 2026
Isaac LabSep 2026
Imitation LearningJul 2026
Reinforcement LearningJul 2026
Reinforcement LearningJul 2026
Vision-Language-ActionJul 2026
Not named for 6 months
AzureMar 2026
Fine-tuningApr 2026
CUDAMar 2026
DockerMar 2026
JAXMar 2026
KubernetesMar 2026
RayMar 2026
AWSMar 2026

How modern is the General Robotics stack?

Modern AI adopter 73/100

General Robotics scores 73 out of 100 (Modern). The score averages how current each technology in the stack is and adds weight for AI adoption. AI technologies in the stack: 1; legacy ones: 0.

How common is the General Robotics stack in its industry?

Share of the 176 companies in the same industries, whose stack Alion knows, that use each technology.

Python73%
C++73%
TensorFlow15%
PyTorch31%
MuJoCo18%
TensorFlow C++10%
ROS34%
ROS234%
Azure15%
Isaac Lab7%

Questions about the General Robotics tech stack

What programming languages does General Robotics use?

The languages named in General Robotics job postings are Python (88%), C++ (69%), Rust (13%), as a share of the 16 postings of the last 12 months.

Does General Robotics use TensorFlow?

Yes. TensorFlow is named in 9 of 16 job postings (56%) and required in 9 of them.

What cloud and platforms does General Robotics use?

The cloud and platforms named in General Robotics job postings are Azure (3), Kubernetes (2), AWS (2) (postings in brackets).

What skills do you need for a Robotics job at General Robotics?

Robotics postings at General Robotics most often require Python (11), C++ (9), AirSim (8), TensorFlow (8), out of 11 postings in the last 12 months.

Is the General Robotics tech stack changing?

Yes. Inverse Kinematics, Perception, Post-training, Isaac Lab first appeared in General Robotics job postings in the last six months.

How modern is the General Robotics tech stack?

General Robotics scores 73 out of 100 (Modern). The score averages how current each technology in the stack is and adds weight for AI adoption. AI technologies in the stack: 1; legacy ones: 0.

How does Alion know the General Robotics tech stack?

Alion reads every job posting General Robotics publishes and tags the technologies each one names. The figures on this page count the 16 postings of the last 12 months and were updated on Nov 11, 2026.

Method and citation

Alion reads every job posting the company publishes and tags the technologies each one names. Shares count the postings of the last 12 months, open and closed; the company's own products are counted apart. How we count

Alion, "General Robotics tech stack: 57 technologies from 16 job postings", as of Nov 11, 2026. https://alion.io/company/generalrobotics/technologies

Licence: CC BY-SA 4.0JSON