Origin
Robotic Software & Control Systems · Construction Robotics

Origin tech stack

Origin builds mostly with Python, C++, SQL, MATLAB. Its stack also includes ROS, ROS2, Linux, FreeRTOS. Python is named in 23 of the 47 job postings Origin published in the last 12 months (49%). Counted by Alion from the job postings of Origin, updated Nov 12, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Nov 12, 2026
Technologies in use
130
Postings analysed
47
Open now
23
Modernity
83 /100
New in 6 months
8

What programming languages does Origin use?

Python is named in 49% of job postings at Origin, followed by C++ (32%), SQL (11%), MATLAB (6%).

Python 23 49% required in 87% · 9 open now · since Aug 2026
C++ 15 32% required in 100% · 6 open now · since May 2026
SQL 5 11% required in 40% · 1 open now · since Aug 2026
MATLAB 3 6% optional · 1 open now · since Aug 2026
Bash 2 4% required in 100% · 1 open now · since Oct 2026
Java 2 4% required in 100% · since Aug 2026
Kotlin 2 4% required in 100% · since Aug 2026
C 2 4% optional · 1 open now · since Oct 2026

What frameworks and libraries does Origin use?

ROS is named in 45% of job postings at Origin, followed by ROS2 (30%), PyTorch (23%), CUDA (13%).

ROS 21 45% required in 67% · 7 open now · since May 2026
ROS2 14 30% required in 86% · 9 open now · since Aug 2026
PyTorch 11 23% required in 82% · 6 open now · since Sep 2026
CUDA 6 13% required in 100% · 5 open now · since Oct 2026
Open3D 5 11% required in 60% · 2 open now · since Oct 2026
Nav2 4 9% required in 100% · 3 open now · since Oct 2026
ONNX Runtime 4 9% required in 100% · 2 open now · since Oct 2026
JAX 3 6% required in 100% · 2 open now · since Oct 2026
Show all (33)
OpenVLA3
TensorFlow3
TensorFlow C++3
GTSAM3
DeepSpeed2
FastAPI2
MoveIt2
Pthreads2
PyTorch Lightning2
Ray2
STL2
robot_localization2
ViewModel2
Jetpack Compose2
Django1
Flask1
Isaac Lab1
Room1
Spring Boot1
Transformers1
Unreal Engine1
GStreamer1
Matplotlib1
NumPy1
OpenCV1

What databases does Origin use?

SQLite is named in 4% of job postings at Origin, followed by PostgreSQL (2%).

SQLite 2 4% required in 100% · since Aug 2026
PostgreSQL 1 2% required in 100% · since Oct 2026

What cloud and platforms does Origin use?

Linux is named in 15% of job postings at Origin, followed by FreeRTOS (6%), RTOS (6%), Figma (4%).

Linux 7 15% required in 86% · 3 open now · since Oct 2026
FreeRTOS 3 6% required in 100% · 1 open now · since May 2026
RTOS 3 6% required in 100% · 1 open now · since May 2026
Figma 2 4% required in 100% · 1 open now · since Oct 2026
GitHub 2 4% required in 50% · since Sep 2026
Android SDK 1 2% required in 100% · since Aug 2026
MLFlow 1 2% required in 100% · since Oct 2026
Weights & Biases 1 2% required in 100% · since Oct 2026
Show all (12)
AWS1
GCP1
GitHub Actions1
Windows1

What developer tools does Origin use?

TensorRT is named in 21% of job postings at Origin, followed by Isaac Sim (19%), ONNX (11%), Git (11%).

TensorRT 10 21% required in 90% · 6 open now · since Oct 2026
Isaac Sim 9 19% required in 89% · 6 open now · since Aug 2026
ONNX 5 11% required in 100% · 3 open now · since Oct 2026
Git 5 11% required in 80% · 1 open now · since Aug 2026
SolidWorks 5 11% required in 60% · 2 open now · since Aug 2026
CANopen 3 6% required in 100% · 1 open now · since May 2026
Eagle 3 6% required in 100% · 2 open now · since Oct 2026
EtherCAT 3 6% required in 100% · 1 open now · since May 2026
Show all (25)
CMake3
Docker3
MQTT3
Fusion 3603
Altium Designer2
Canva2
Rest API2
WebSockets2
Gazebo2
Microsoft Excel2
Adobe Photoshop1
Adobe Premiere Pro1
AutoCAD1
DaVinci Resolve1
KiCad1
RViz1
Tcpdump1

What AI and ML technologies does Origin use?

CLIP is named in 6% of job postings at Origin, followed by LLaVA (6%), LoRA (6%), PEFT (6%).

CLIP 3 6% required in 100% · 2 open now · since Oct 2026
LLaVA 3 6% required in 100% · 2 open now · since Oct 2026
LoRA 3 6% required in 100% · 2 open now · since Oct 2026
PEFT 3 6% optional · 2 open now · since Oct 2026
ControlNet 2 4% required in 100% · 2 open now · since Oct 2026
Claude 2 4% required in 50% · 2 open now · since Oct 2026
Stable Diffusion 2 4% optional · 2 open now · since Oct 2026

Which engineering practices does Origin ask for?

Physical AI is named in 15% of job postings at Origin, followed by GD&T (15%), Perception (13%), Vision-Language-Action (13%).

Physical AI 7 15% required in 86% · 5 open now · since Aug 2026
GD&T 7 15% required in 71% · 4 open now · since Aug 2026
Perception 6 13% required in 100% · 2 open now · since Oct 2026
Vision-Language-Action 6 13% required in 100% · 5 open now · since Oct 2026
Computer Vision 6 13% required in 33% · 1 open now · since Aug 2026
Diffusion Models 4 9% required in 100% · 2 open now · since Sep 2026
Sensor Fusion 4 9% required in 100% · 1 open now · since Oct 2026
Multimodal AI 4 9% required in 75% · 2 open now · since Aug 2026
Show all (42)
Teleoperation4
AI Agents3
Fine-tuning3
Imitation Learning3
Knowledge Distillation3
Model Distillation3
Sim-to-Real3
Synthetic Data3
World Models3
CI/CD3
FMEA3
SLAM3
Anomaly Detection2
Battery Management Systems2
DHCP2
DNS2
Localization2
Motion Planning2
TCP/IP2
Verification & Validation2
CNN1
Clean Architecture1
Edge AI1
Embodied AI1
Human-in-the-Loop1
MVVM1
Machine Learning1
Obstacle Avoidance1
Path Planning1
Pre-training1
Quantization1
Reinforcement Learning1

And 2 more, each named in fewer postings.

What other technologies does Origin use?

Kotlin Coroutines is named in 4% of job postings at Origin.

Kotlin Coroutines 2 4% required in 100% · since Aug 2026

What does each Origin team work with?

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

Robotics

9 postings
Python9
C++6
PyTorch5
ROS5
ROS25
TensorRT5

Hardware

6 postings
C++3
CANopen3
EtherCAT3
FreeRTOS3
RTOS3
Altium Designer2

Early Careers

5 postings
Python3
ROS3
C++2

See the open roles

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How is the Origin 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
ClaudeOct 2026
CUDAOct 2026
Vision-Language-ActionOct 2026
Nav2Oct 2026
ONNX RuntimeOct 2026
AI AgentsOct 2026
CLIPOct 2026
EagleOct 2026

How modern is the Origin stack?

Cutting-edge AI adopter 83/100

Origin scores 83 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: 7; legacy ones: 0.

How common is the Origin stack in its industry?

Share of the 180 companies in the same industries, whose stack Alion knows, that use each technology.

Python76%
ROS31%
C++72%
ROS234%
PyTorch35%
Linux57%
CUDA16%
Open3D4%
SQL21%
Nav24%

What sets Origin apart

Open3D4%
Nav24%
CLIP1%
GTSAM2%
LLaVA2%
LoRA4%
OpenVLA4%
PEFT4%

Questions about the Origin tech stack

What programming languages does Origin use?

The languages named in Origin job postings are Python (49%), C++ (32%), SQL (11%), MATLAB (6%), Bash (4%), as a share of the 47 postings of the last 12 months.

Does Origin use ROS?

Yes. ROS is named in 21 of 47 job postings (45%) and required in 14 of them.

What cloud and platforms does Origin use?

The cloud and platforms named in Origin job postings are Linux (7), FreeRTOS (3), RTOS (3) (postings in brackets).

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

Robotics postings at Origin most often require Python (9), C++ (6), PyTorch (5), ROS (5), out of 9 postings in the last 12 months.

Is the Origin tech stack changing?

Yes. Claude, CUDA, Vision-Language-Action, Nav2 first appeared in Origin job postings in the last six months.

How modern is the Origin tech stack?

Origin scores 83 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: 7; legacy ones: 0.

How does Alion know the Origin tech stack?

Alion reads every job posting Origin publishes and tags the technologies each one names. The figures on this page count the 47 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, "Origin tech stack: 130 technologies from 47 job postings", as of Nov 12, 2026. https://alion.io/company/origin-7/technologies

Licence: CC BY-SA 4.0JSON