RoboForce tech stack

RoboForce builds mostly with Python, C++. Its stack also includes Linux, ROS, CUDA Toolkit, CUDA. Python is named in 8 of the 17 job postings RoboForce published in the last 12 months (47%). Counted by Alion from the job postings of RoboForce, updated Sep 27, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Sep 27, 2026
Technologies in use
71
Postings analysed
17
Open now
13
Modernity
75 /100
New in 6 months
5

What programming languages does RoboForce use?

Python is named in 47% of job postings at RoboForce, followed by C++ (41%).

Python 8 47% required in 100% · 6 open now · since Nov 2025
C++ 7 41% required in 100% · 5 open now · since Jan 2026

What frameworks and libraries does RoboForce use?

ROS is named in 35% of job postings at RoboForce, followed by CUDA (12%), JAX (12%), PyTorch (12%).

ROS 6 35% required in 67% · 4 open now · since Jan 2026
CUDA 2 12% required in 100% · 2 open now · since Nov 2025
JAX 2 12% required in 100% · 2 open now · since Nov 2025
PyTorch 2 12% required in 100% · 2 open now · since Nov 2025
ROS2 2 12% required in 100% · 2 open now · since Jul 2026
Eigen 1 6% required in 100% · 1 open now · since Jan 2026
MoveIt 1 6% required in 100% · 1 open now · since Jan 2026
MuJoCo 1 6% required in 100% · 1 open now · since Jan 2026
Show all (11)
OMPL1
Pinocchio1
Pytest1

What cloud and platforms does RoboForce use?

Linux is named in 35% of job postings at RoboForce, followed by CUDA Toolkit (12%), Grafana (12%), Amazon S3 (6%).

Linux 6 35% required in 100% · 4 open now · since Jan 2026
CUDA Toolkit 2 12% required in 100% · 2 open now · since Nov 2025
Grafana 2 12% required in 100% · 1 open now · since May 2026
Amazon S3 1 6% required in 100% · 1 open now · since Dec 2025
Buildkite 1 6% required in 100% · since May 2026
GitHub Actions 1 6% required in 100% · since May 2026
GitLab CI 1 6% required in 100% · since May 2026
Kubernetes 1 6% required in 100% · 1 open now · since Sep 2026
Show all (9)
MLFlow1

What developer tools does RoboForce use?

Docker is named in 12% of job postings at RoboForce, followed by Foxglove Studio (12%), Claude Code (6%), Cursor (6%).

Docker 2 12% required in 100% · 1 open now · since May 2026
Foxglove Studio 2 12% required in 100% · 1 open now · since May 2026
Claude Code 1 6% required in 100% · 1 open now · since Jun 2026
Cursor 1 6% required in 100% · 1 open now · since Jun 2026
Eagle 1 6% required in 100% · 1 open now · since Apr 2026
EtherCAT 1 6% required in 100% · 1 open now · since Jan 2026
Gazebo 1 6% required in 100% · 1 open now · since Jan 2026
Git 1 6% required in 100% · 1 open now · since Apr 2026
Show all (14)
Isaac Sim1
KiCad1
Model Context Protocol1
OpenAI Codex1
RViz1
TensorRT1

What AI and ML technologies does RoboForce use?

VLM is named in 12% of job postings at RoboForce.

VLM 2 12% required in 100% · 2 open now · since Nov 2025

Which engineering practices does RoboForce ask for?

Physical AI is named in 100% of job postings at RoboForce, followed by Teleoperation (29%), Machine Learning (18%), Motion Planning (18%).

Physical AI 17 100% required in 100% · 13 open now · since Sep 2024
Teleoperation 5 29% required in 100% · 5 open now · since Dec 2025
Machine Learning 3 18% required in 100% · 2 open now · since Nov 2025
Motion Planning 3 18% required in 100% · 3 open now · since Jan 2026
Reinforcement Learning 3 18% required in 100% · 3 open now · since Dec 2025
Reinforcement Learning 3 18% required in 100% · 3 open now · since Dec 2025
Vision-Language-Action 3 18% required in 100% · 3 open now · since Nov 2025
CI/CD 2 12% required in 100% · 1 open now · since May 2026
Show all (34)
Embodied AI2
Imitation Learning2
Model Predictive Control2
Multimodal AI2
Post-training2
AI Agents1
Autonomous Navigation1
Context Engineering1
DPO1
Diffusion Models1
ETL/ELT1
Fine-tuning1
Function Calling1
Human-in-the-Loop1
Knowledge Graph1
PPO1
Perception1
RAG1
Reward Modeling1
SFT1
SLAM1
Sensor Fusion1
Synthetic Data1
Tool Use1
Visual-Inertial Odometry1
World Models1

What does each RoboForce team work with?

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

AI/ML

5 postings
Python4
C++2
JAX2
PyTorch2
ROS2
VLM2

Robotics

4 postings
C++3
Linux2

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How much does RoboForce pay by technology?

Median stated pay of the postings that name each technology, against the median of all RoboForce postings with stated pay: $265k across 12 postings.

TechnologyPostings with payMedianvs company median
Python7$265k0%
C++7$265k0%
ROS6$265k0%
Linux5$235k−11%

How is the RoboForce 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
ROS2Jul 2026
CI/CDMay 2026
DockerMay 2026
Foxglove StudioMay 2026
GrafanaMay 2026
Not named for 6 months
CUDAJan 2026
CUDA ToolkitJan 2026
Model Predictive ControlJan 2026
JAXDec 2025
Multimodal AIDec 2025
PyTorchDec 2025
VLMDec 2025

How modern is the RoboForce stack?

Cutting-edge AI adopter 75/100

RoboForce scores 75 out of 100 (Cutting-edge). 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 RoboForce stack in its industry?

Share of the 94 companies in the same industries, whose stack Alion knows, that use each technology.

Python65%
C++56%
Linux51%
ROS30%
CUDA14%
CUDA Toolkit16%
Grafana11%
JAX5%
PyTorch21%
ROS223%

Questions about the RoboForce tech stack

What programming languages does RoboForce use?

The languages named in RoboForce job postings are Python (47%), C++ (41%), as a share of the 17 postings of the last 12 months.

Does RoboForce use ROS?

Yes. ROS is named in 6 of 17 job postings (35%) and required in 4 of them.

What cloud and platforms does RoboForce use?

The cloud and platforms named in RoboForce job postings are Linux (6), CUDA Toolkit (2), Grafana (2) (postings in brackets).

What skills do you need for a AI/ML job at RoboForce?

AI/ML postings at RoboForce most often require Python (4), C++ (2), JAX (2), PyTorch (2), out of 5 postings in the last 12 months.

Is the RoboForce tech stack changing?

Yes. ROS2, CI/CD, Docker, Foxglove Studio first appeared in RoboForce job postings in the last six months.

How modern is the RoboForce tech stack?

RoboForce scores 75 out of 100 (Cutting-edge). 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 RoboForce tech stack?

Alion reads every job posting RoboForce publishes and tags the technologies each one names. The figures on this page count the 17 postings of the last 12 months and were updated on Sep 27, 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, "RoboForce tech stack: 71 technologies from 17 job postings", as of Sep 27, 2026. https://alion.io/company/roboforce/technologies

Licence: CC BY-SA 4.0JSON