Humanoid tech stack

Humanoid builds mostly with Python, C++, Rust, MATLAB. Its stack also includes Linux, PyTorch, ROS2, RTOS. Python is named in 38 of the 81 job postings Humanoid published in the last 12 months (47%). Counted by Alion from the job postings of Humanoid, updated Sep 28, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Sep 28, 2026
Technologies in use
125
Postings analysed
81
Open now
67
Modernity
77 /100
New in 6 months
8

What programming languages does Humanoid use?

Python is named in 47% of job postings at Humanoid, followed by C++ (31%), Rust (10%), MATLAB (7%).

Python 38 47% required in 89% · 32 open now · since Apr 2026
C++ 25 31% required in 92% · 23 open now · since Apr 2026
Rust 8 10% required in 88% · 7 open now · since Apr 2026
MATLAB 6 7% required in 50% · 5 open now · since Apr 2026
Bash 4 5% required in 50% · 4 open now · since May 2026
Go 3 4% required in 67% · 3 open now · since May 2026
JavaScript 3 4% required in 67% · 2 open now · since May 2026
TypeScript 3 4% required in 67% · 2 open now · since May 2026
Show all (10)
VHDL2
Verilog2

What frameworks and libraries does Humanoid use?

PyTorch is named in 14% of job postings at Humanoid, followed by ROS2 (14%), MuJoCo (14%), ROS (10%).

PyTorch 11 14% required in 91% · 10 open now · since Apr 2026
ROS2 11 14% required in 73% · 11 open now · since Apr 2026
MuJoCo 11 14% required in 36% · 11 open now · since Apr 2026
ROS 8 10% required in 63% · 8 open now · since Apr 2026
JAX 7 9% required in 100% · 6 open now · since Apr 2026
Isaac Lab 4 5% required in 50% · 4 open now · since Apr 2026
OpenVLA 4 5% optional · 4 open now · since Apr 2026
React.js 2 2% required in 100% · 1 open now · since Jul 2026
Show all (21)
Ray2
Triton2
ros2_control2
Drake1
PyBullet1
Pytest1
TensorFlow1
Unity1
Cypress1
Pinocchio1
Playwright1
PyTorch C++1
Selenium1

What databases does Humanoid use?

PostgreSQL is named in 1% of job postings at Humanoid.

PostgreSQL 1 1% required in 100% · since Jul 2026

What cloud and platforms does Humanoid use?

Linux is named in 22% of job postings at Humanoid, followed by RTOS (7%), Ubuntu (6%), AWS (6%).

Linux 18 22% required in 100% · 14 open now · since Apr 2026
RTOS 6 7% required in 83% · 6 open now · since Apr 2026
Ubuntu 5 6% required in 80% · 3 open now · since May 2026
AWS 5 6% required in 60% · 4 open now · since Apr 2026
Kubernetes 5 6% required in 60% · 5 open now · since Apr 2026
GitHub Actions 4 5% required in 100% · 3 open now · since Apr 2026
GitHub 3 4% required in 67% · 1 open now · since May 2026
GitLab 3 4% required in 67% · 2 open now · since May 2026
Show all (22)
Power BI3
Amazon ECS2
Amazon S32
FreeRTOS2
GitLab CI2
Windows2
GCP2
Azure1
Figma1
Unix1
Grafana1
Looker1
Tableau1
TorchServe1

What developer tools does Humanoid use?

Git is named in 12% of job postings at Humanoid, followed by Isaac Sim (12%), EtherCAT (11%), SolidWorks (11%).

Git 10 12% required in 90% · 8 open now · since Apr 2026
Isaac Sim 10 12% required in 40% · 10 open now · since Apr 2026
EtherCAT 9 11% required in 78% · 9 open now · since Apr 2026
SolidWorks 9 11% required in 78% · 8 open now · since Apr 2026
Gazebo 4 5% required in 75% · 4 open now · since Apr 2026
Rest API 4 5% required in 25% · 3 open now · since Apr 2026
Microsoft Excel 3 4% required in 100% · 2 open now · since Aug 2026
Terraform 3 4% required in 100% · 2 open now · since Apr 2026
Show all (28)
Docker3
gRPC3
Simulink3
Bazel2
CMake2
Cortex2
TestRail2
Prometheus2
AWS CDK1
Adobe After Effects1
ArgoCD1
CAPA1
Fusion 3601
Helm1
Pulumi1
WebSockets1
JMeter1
Locust1
k61
robosuite1

What AI and ML technologies does Humanoid use?

VLM is named in 5% of job postings at Humanoid, followed by LLM (1%).

VLM 4 5% required in 75% · 3 open now · since May 2026
LLM 1 1% optional · 1 open now · since Jun 2026

Which engineering practices does Humanoid ask for?

CI/CD is named in 14% of job postings at Humanoid, followed by Vision-Language-Action (12%), Sim-to-Real (11%), Machine Learning (10%).

CI/CD 11 14% required in 100% · 10 open now · since Apr 2026
Vision-Language-Action 10 12% required in 90% · 9 open now · since Apr 2026
Sim-to-Real 9 11% required in 56% · 8 open now · since Apr 2026
Machine Learning 8 10% required in 88% · 8 open now · since Jun 2026
Teleoperation 7 9% required in 100% · 6 open now · since Apr 2026
Digital Twin 7 9% required in 29% · 7 open now · since Apr 2026
Multimodal AI 6 7% required in 100% · 5 open now · since Jun 2026
AI Agents 6 7% required in 83% · 4 open now · since Jun 2026
Show all (41)
Reinforcement Learning6
Reinforcement Learning5
Fine-tuning4
Post-training4
Physical AI3
Sensor Fusion3
Embodied AI3
Synthetic Data3
Edge AI2
Human-in-the-Loop2
Motion Planning2
Perception2
Pre-training2
Rollup2
SLI/SLO/SLA2
VLAN2
Imitation Learning2
Time Series Forecasting2
Diffusion Models1
ETL/ELT1
IAM1
Inverse Kinematics1
Model Predictive Control1
Multi-Agent Systems1
NLP1
PKI1
PPO1
SLAM1
TCP/IP1
World Models1
Computer Vision1
Incident Management1

And 1 more, each named in fewer postings.

What does each Humanoid team work with?

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

Robotics

18 postings
Python8
C++7
ROS26
Linux5
SolidWorks5
Isaac Sim3

Hardware

12 postings
C++7
Python6
EtherCAT5
Git4
Linux4
MATLAB3

Backend

12 postings
Python11
C++7
Linux6
Rust6
AWS2
Amazon ECS2

AI/ML

7 postings
PyTorch6
Python6
JAX4

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How much does Humanoid pay by technology?

Median stated pay of the postings that name each technology, against the median of all Humanoid postings with stated pay: $160k across 16 postings.

TechnologyPostings with payMedianvs company median
Rust5$220k+38%
Python5$200k+25%
Linux5$185k+16%

How is the Humanoid 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
CortexAug 2026
FreeRTOSAug 2026
PrometheusAug 2026
ros2_controlAug 2026
RollupAug 2026
CMakeAug 2026
Time Series ForecastingAug 2026
Microsoft ExcelAug 2026
Rising
Digital Twin4% → 11%
Sim-to-Real8% → 13%
RTOS4% → 9%
MATLAB4% → 9%
Microsoft Excel0% → 5%
Synthetic Data0% → 5%
Simulink0% → 5%
Ubuntu4% → 7%
Falling
Python72% → 36%
SolidWorks24% → 5%
CI/CD24% → 9%
gRPC12% → 0%
GitHub Actions12% → 2%
PyTorch20% → 11%
AWS12% → 4%
Teleoperation12% → 7%

How modern is the Humanoid stack?

Cutting-edge AI adopter 77/100

Humanoid scores 77 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: 2; legacy ones: 0.

How common is the Humanoid stack in its industry?

Share of the 136 companies in the same industries, whose stack Alion knows, that use each technology.

Python78%
C++69%
Linux60%
MuJoCo21%
PyTorch41%
ROS236%
ROS42%
Rust23%
JAX15%
MATLAB20%

What sets Humanoid apart

OpenVLA4%

Questions about the Humanoid tech stack

What programming languages does Humanoid use?

The languages named in Humanoid job postings are Python (47%), C++ (31%), Rust (10%), MATLAB (7%), Bash (5%), as a share of the 81 postings of the last 12 months.

Does Humanoid use PyTorch?

Yes. PyTorch is named in 11 of 81 job postings (14%) and required in 10 of them.

What cloud and platforms does Humanoid use?

The cloud and platforms named in Humanoid job postings are Linux (18), RTOS (6), Ubuntu (5) (postings in brackets).

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

Robotics postings at Humanoid most often require Python (8), C++ (7), ROS2 (6), Linux (5), out of 18 postings in the last 12 months.

Is the Humanoid tech stack changing?

Yes. Cortex, FreeRTOS, Prometheus, ros2_control first appeared in Humanoid job postings in the last six months.

How modern is the Humanoid tech stack?

Humanoid scores 77 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: 2; legacy ones: 0.

How does Alion know the Humanoid tech stack?

Alion reads every job posting Humanoid publishes and tags the technologies each one names. The figures on this page count the 81 postings of the last 12 months and were updated on Sep 28, 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, "Humanoid tech stack: 125 technologies from 81 job postings", as of Sep 28, 2026. https://alion.io/company/thehumanoid/technologies

Licence: CC BY-SA 4.0JSON