autonomous teaming tech stack

autonomous teaming builds mostly with Python, C++, SQL, Rust. Its stack also includes ROS, Linux, ROS2, AWS. Python is named in 10 of the 13 job postings autonomous teaming published in the last 12 months (77%). Counted by Alion from the job postings of autonomous teaming, updated Oct 15, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Oct 15, 2026
Technologies in use
60
Postings analysed
13
Open now
13
Modernity
74 /100
New in 6 months
8

What programming languages does autonomous teaming use?

Python is named in 77% of job postings at autonomous teaming, followed by C++ (69%), SQL (15%), Rust (15%).

Python 10 77% required in 70% · 10 open now · since Sep 2025
C++ 9 69% required in 100% · 9 open now · since May 2026
SQL 2 15% required in 100% · 2 open now · since Sep 2026
Rust 2 15% required in 50% · 2 open now · since Sep 2026
Bash 1 8% required in 100% · 1 open now · since May 2026
TypeScript 1 8% required in 100% · 1 open now · since Sep 2026
Go 1 8% optional · 1 open now · since Oct 2026

What frameworks and libraries does autonomous teaming use?

ROS is named in 46% of job postings at autonomous teaming, followed by ROS2 (23%), CUDA (15%), ArduPilot (15%).

ROS 6 46% required in 67% · 6 open now · since Sep 2025
ROS2 3 23% required in 100% · 3 open now · since Jul 2026
CUDA 2 15% required in 50% · 2 open now · since Jul 2026
ArduPilot 2 15% optional · 2 open now · since May 2026
Detectron2 1 8% required in 100% · 1 open now · since Sep 2026
Django 1 8% required in 100% · 1 open now · since Oct 2026
GTSAM 1 8% required in 100% · 1 open now · since Jul 2026
NumPy 1 8% required in 100% · 1 open now · since Sep 2026
Show all (12)
OpenCV1
Pandas1
PyTorch1
Unreal Engine1

What databases does autonomous teaming use?

PostgreSQL is named in 8% of job postings at autonomous teaming.

PostgreSQL 1 8% required in 100% · 1 open now · since Oct 2026

What cloud and platforms does autonomous teaming use?

Linux is named in 31% of job postings at autonomous teaming, followed by AWS (15%), CUDA Toolkit (15%), Azure (8%).

Linux 4 31% required in 100% · 4 open now · since May 2026
AWS 2 15% required in 50% · 2 open now · since Sep 2026
CUDA Toolkit 2 15% required in 50% · 2 open now · since Jul 2026
Azure 1 8% required in 100% · 1 open now · since Oct 2026
Bitbucket 1 8% required in 100% · 1 open now · since May 2026
GCP 1 8% required in 100% · 1 open now · since Oct 2026
GitHub Actions 1 8% required in 100% · 1 open now · since May 2026
GitLab CI 1 8% required in 100% · 1 open now · since May 2026
Show all (15)
Grafana1
Kubernetes1
Label Studio1
Amazon S31
ClearML1
MLFlow1
Weights & Biases1

What developer tools does autonomous teaming use?

Docker is named in 38% of job postings at autonomous teaming, followed by Git (15%), TensorRT (15%), Bazel (8%).

Docker 5 38% required in 60% · 5 open now · since Sep 2025
Git 2 15% required in 100% · 2 open now · since Sep 2025
TensorRT 2 15% required in 50% · 2 open now · since Jul 2026
Bazel 1 8% required in 100% · 1 open now · since May 2026
CMake 1 8% required in 100% · 1 open now · since May 2026
CVAT 1 8% required in 100% · 1 open now · since Sep 2026
Jenkins 1 8% required in 100% · 1 open now · since May 2026
MMDetection 1 8% required in 100% · 1 open now · since Sep 2026
Show all (14)
Ansible1
Gazebo1
Isaac Sim1
MAVLink1
MinIO1
Terraform1

Which engineering practices does autonomous teaming ask for?

Sensor Fusion is named in 54% of job postings at autonomous teaming, followed by Computer Vision (38%), Multimodal AI (23%), AI Agents (15%).

Sensor Fusion 7 54% required in 71% · 7 open now · since Jun 2026
Computer Vision 5 38% required in 40% · 5 open now · since Sep 2025
Multimodal AI 3 23% required in 100% · 3 open now · since Jul 2026
AI Agents 2 15% required in 100% · 2 open now · since Aug 2026
CI/CD 2 15% required in 100% · 2 open now · since May 2026
Multi-Agent Systems 2 15% required in 50% · 2 open now · since Aug 2026
Perception 2 15% required in 50% · 2 open now · since May 2026
ETL/ELT 1 8% required in 100% · 1 open now · since Sep 2026
Show all (11)
SLAM1
Time Series Forecasting1
Machine Learning1

What does each autonomous teaming team work with?

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

Robotics

7 postings
C++7
ROS4
Linux3
Python2
ROS22

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How is the autonomous teaming 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
RustSep 2026
SQLSep 2026
AWSSep 2026
AI AgentsAug 2026
Multi-Agent SystemsAug 2026
Multimodal AIJul 2026
ROS2Jul 2026
CUDAJul 2026

How modern is the autonomous teaming stack?

Modern 74/100

autonomous teaming scores 74 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: 0; legacy ones: 0.

How common is the autonomous teaming stack in its industry?

Share of the 989 companies in the same industries, whose stack Alion knows, that use each technology.

Python64%
C++16%
ROS2%
Linux28%
ROS22%
AWS49%
ArduPilot1%
CUDA5%
CUDA Toolkit5%
Rust7%

What sets autonomous teaming apart

ROS2%
ROS22%

Questions about the autonomous teaming tech stack

What programming languages does autonomous teaming use?

The languages named in autonomous teaming job postings are Python (77%), C++ (69%), SQL (15%), Rust (15%), Bash (8%), as a share of the 13 postings of the last 12 months.

Does autonomous teaming use ROS?

Yes. ROS is named in 6 of 13 job postings (46%) and required in 4 of them.

What cloud and platforms does autonomous teaming use?

The cloud and platforms named in autonomous teaming job postings are Linux (4), AWS (2), CUDA Toolkit (2) (postings in brackets).

What skills do you need for a Robotics job at autonomous teaming?

Robotics postings at autonomous teaming most often require C++ (7), ROS (4), Linux (3), Python (2), out of 7 postings in the last 12 months.

Is the autonomous teaming tech stack changing?

Yes. Rust, SQL, AWS, AI Agents first appeared in autonomous teaming job postings in the last six months.

How modern is the autonomous teaming tech stack?

autonomous teaming scores 74 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: 0; legacy ones: 0.

How does Alion know the autonomous teaming tech stack?

Alion reads every job posting autonomous teaming publishes and tags the technologies each one names. The figures on this page count the 13 postings of the last 12 months and were updated on Oct 15, 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, "autonomous teaming tech stack: 60 technologies from 13 job postings", as of Oct 15, 2026. https://alion.io/company/autonomous-teaming/technologies

Licence: CC BY-SA 4.0JSON