RoboForce
Robotics AI · Industrial Robotics

RoboForce tech stack

RoboForce builds mostly with C++, Python, Go. Its stack also includes ROS, Linux, JAX, Grafana. C++ is named in 11 of the 26 job postings RoboForce published in the last 12 months (42%). Counted by Alion from the job postings of RoboForce, updated Nov 12, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Nov 12, 2026
Technologies in use
88
Postings analysed
26
Open now
16
Modernity
73 /100
New in 6 months
7

What programming languages does RoboForce use?

C++ is named in 42% of job postings at RoboForce, followed by Python (42%), Go (4%).

C++ 11 42% required in 100% · 7 open now · since Jan 2026
Python 11 42% required in 100% · 7 open now · since Nov 2025
Go 1 4% required in 100% · 1 open now · since Nov 2026

What frameworks and libraries does RoboForce use?

ROS is named in 35% of job postings at RoboForce, followed by JAX (12%), PyTorch (12%), ROS2 (12%).

ROS 9 35% required in 78% · 4 open now · since Jan 2026
JAX 3 12% required in 100% · 3 open now · since Nov 2025
PyTorch 3 12% required in 100% · 3 open now · since Nov 2025
ROS2 3 12% required in 100% · 1 open now · since Jul 2026
CUDA 2 8% required in 100% · 2 open now · since Nov 2025
TensorFlow 2 8% required in 100% · 2 open now · since Oct 2026
MuJoCo 2 8% required in 50% · 1 open now · since Jan 2026
Apache TVM 1 4% required in 100% · 1 open now · since Nov 2026
Show all (17)
Eigen1
MLIR1
MoveIt1
OMPL1
ONNX Runtime1
Pinocchio1
Pytest1
Triton1
XLA1

What cloud and platforms does RoboForce use?

Linux is named in 27% of job postings at RoboForce, followed by Grafana (8%), Amazon S3 (4%), Buildkite (4%).

Linux 7 27% required in 100% · 3 open now · since Jan 2026
Grafana 2 8% required in 100% · 1 open now · since May 2026
Amazon S3 1 4% required in 100% · 1 open now · since Dec 2025
Buildkite 1 4% required in 100% · since May 2026
GitHub Actions 1 4% required in 100% · since May 2026
GitLab CI 1 4% required in 100% · since May 2026
Kubernetes 1 4% required in 100% · 1 open now · since Sep 2026
MLFlow 1 4% required in 100% · 1 open now · since Dec 2025

What developer tools does RoboForce use?

Docker is named in 8% of job postings at RoboForce, followed by Foxglove Studio (8%), Isaac Sim (8%), Claude Code (4%).

Docker 2 8% required in 100% · 1 open now · since May 2026
Foxglove Studio 2 8% required in 100% · 1 open now · since May 2026
Isaac Sim 2 8% required in 50% · 1 open now · since Jan 2026
Claude Code 1 4% required in 100% · 1 open now · since Jun 2026
Cursor 1 4% required in 100% · 1 open now · since Jun 2026
DaVinci Resolve 1 4% required in 100% · since Sep 2026
Eagle 1 4% required in 100% · 1 open now · since Apr 2026
EtherCAT 1 4% required in 100% · since Jan 2026
Show all (18)
Fusion 3601
Gazebo1
Git1
KiCad1
Model Context Protocol1
OpenAI Codex1
RViz1
SolidWorks1
TensorRT1
Isaac Gym1

What AI and ML technologies does RoboForce use?

VLM is named in 4% of job postings at RoboForce.

VLM 1 4% required in 100% · 1 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 (27%), Reinforcement Learning (23%), Reinforcement Learning (23%).

Physical AI 26 100% required in 100% · 16 open now · since Sep 2024
Teleoperation 7 27% required in 100% · 4 open now · since Dec 2025
Reinforcement Learning 6 23% required in 100% · 4 open now · since Dec 2025
Reinforcement Learning 6 23% required in 100% · 4 open now · since Dec 2025
Vision-Language-Action 6 23% required in 100% · 5 open now · since Nov 2025
Embodied AI 4 15% required in 100% · 3 open now · since Nov 2025
Imitation Learning 4 15% required in 100% · 3 open now · since Dec 2025
Machine Learning 4 15% required in 100% · 3 open now · since Nov 2025
Show all (41)
Multimodal AI4
Motion Planning3
Post-training3
AI Agents2
CI/CD2
Model Predictive Control2
Sensor Fusion2
World Models2
Fine-tuning2
Autonomous Navigation1
Context Engineering1
DPO1
Diffusion Models1
ETL/ELT1
Edge AI1
Function Calling1
GD&T1
Human-in-the-Loop1
Knowledge Distillation1
Knowledge Graph1
Localization1
Model Distillation1
PPO1
Perception1
Quantization1
RAG1
Reward Modeling1
SFT1
SLAM1
Sim-to-Real1
Statistical Process Control1
Synthetic Data1

And 1 more, each named in fewer postings.

What does each RoboForce team work with?

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

Robotics

8 postings
C++6
Python4
ROS4
Linux3
ROS22

AI/ML

5 postings
Python4
C++3
ROS2

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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: $250k across 20 postings.

TechnologyPostings with payMedianvs company median
C++11$265k+6%
Python10$265k+6%
ROS9$265k+6%
Linux6$250k0%

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
TensorFlowOct 2026
ROS2Jul 2026
AI AgentsJun 2026
CI/CDMay 2026
DockerMay 2026
Foxglove StudioMay 2026
GrafanaMay 2026
Not named for 6 months
Model Predictive ControlJan 2026

How modern is the RoboForce stack?

Modern AI adopter 73/100

RoboForce 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 RoboForce stack in its industry?

Share of the 363 companies in the same industries, whose stack Alion knows, that use each technology.

C++61%
Python68%
ROS34%
Linux49%
JAX15%
PyTorch38%
ROS232%
CUDA18%
Grafana13%
MuJoCo23%

Questions about the RoboForce tech stack

What programming languages does RoboForce use?

The languages named in RoboForce job postings are C++ (42%), Python (42%), Go (4%), as a share of the 26 postings of the last 12 months.

Does RoboForce use ROS?

Yes. ROS is named in 9 of 26 job postings (35%) and required in 7 of them.

What cloud and platforms does RoboForce use?

The cloud and platforms named in RoboForce job postings are Linux (7), Grafana (2), Amazon S3 (1) (postings in brackets).

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

Robotics postings at RoboForce most often require C++ (6), Python (4), ROS (4), Linux (3), out of 8 postings in the last 12 months.

Is the RoboForce tech stack changing?

Yes. TensorFlow, ROS2, AI Agents, CI/CD first appeared in RoboForce job postings in the last six months.

How modern is the RoboForce tech stack?

RoboForce 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 RoboForce tech stack?

Alion reads every job posting RoboForce publishes and tags the technologies each one names. The figures on this page count the 26 postings of the last 12 months and were updated on Nov 12, 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: 88 technologies from 26 job postings", as of Nov 12, 2026. https://alion.io/company/roboforce/technologies

Licence: CC BY-SA 4.0JSON