Matroid tech stack

Matroid builds mostly with Python, JavaScript, Node JS. Its stack also includes Ray, PyTorch, Kubernetes, Hugging Face. Ray is named in 6 of the 11 job postings Matroid published in the last 12 months (55%). Counted by Alion from the job postings of Matroid, updated Oct 16, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Oct 16, 2026
Technologies in use
37
Postings analysed
11
Open now
10
Modernity
82 /100
New in 6 months
8

What programming languages does Matroid use?

Python is named in 45% of job postings at Matroid, followed by JavaScript (9%), Node JS (9%).

Python 5 45% required in 80% · 5 open now · since Feb 2026
JavaScript 1 9% required in 100% · 1 open now · since Jul 2026
Node JS 1 9% required in 100% · 1 open now · since Jul 2026

What frameworks and libraries does Matroid use?

Ray is named in 55% of job postings at Matroid, followed by PyTorch (36%), OpenCV (27%), TensorFlow (27%).

Ray 6 55% required in 100% · 6 open now · since Apr 2025
PyTorch 4 36% required in 100% · 4 open now · since Aug 2026
OpenCV 3 27% required in 100% · 3 open now · since Mar 2026
TensorFlow 3 27% required in 100% · 3 open now · since Aug 2026
JAX 2 18% required in 100% · 2 open now · since Aug 2026
NumPy 2 18% required in 100% · 2 open now · since Aug 2026
React.js 1 9% required in 100% · 1 open now · since Jul 2026
COLMAP 1 9% optional · 1 open now · since Oct 2026

What databases does Matroid use?

Redis is named in 9% of job postings at Matroid.

Redis 1 9% optional · 1 open now · since Feb 2026

What cloud and platforms does Matroid use?

Kubernetes is named in 27% of job postings at Matroid, followed by Hugging Face (18%), AWS (18%), Linux (9%).

Kubernetes 3 27% required in 33% · 3 open now · since Feb 2026
Hugging Face 2 18% required in 100% · 2 open now · since Aug 2026
AWS 2 18% optional · 2 open now · since Feb 2026
Linux 1 9% required in 100% · 1 open now · since Feb 2026
Apache Kafka 1 9% optional · 1 open now · since Feb 2026

What developer tools does Matroid use?

Docker is named in 18% of job postings at Matroid, followed by Helm (9%), Nginx (9%), Node-RED (9%).

Docker 2 18% required in 50% · 2 open now · since Feb 2026
Helm 1 9% optional · 1 open now · since Feb 2026
Nginx 1 9% optional · 1 open now · since Feb 2026
Node-RED 1 9% optional · 1 open now · since Jun 2026
ONNX 1 9% optional · 1 open now · since Oct 2026
Prometheus 1 9% optional · 1 open now · since Feb 2026
TensorRT 1 9% optional · 1 open now · since Oct 2026
Triton Inference Server 1 9% optional · 1 open now · since Oct 2026

What AI and ML technologies does Matroid use?

VLM is named in 18% of job postings at Matroid, followed by Gaussian Splatting (9%).

VLM 2 18% required in 100% · 2 open now · since Aug 2026
Gaussian Splatting 1 9% optional · 1 open now · since Oct 2026

Which engineering practices does Matroid ask for?

Computer Vision is named in 100% of job postings at Matroid, followed by Machine Learning (73%), Multimodal AI (36%), Anomaly Detection (27%).

Computer Vision 11 100% required in 100% · 10 open now · since Sep 2024
Machine Learning 8 73% required in 50% · 7 open now · since Feb 2026
Multimodal AI 4 36% required in 100% · 3 open now · since Aug 2026
Anomaly Detection 3 27% required in 100% · 3 open now · since Aug 2026
Fine-tuning 2 18% required in 100% · 2 open now · since Aug 2026
Agentic Workflows 2 18% optional · 2 open now · since Aug 2026
Edge AI 1 9% required in 100% · 1 open now · since Sep 2024
Interpretability 1 9% required in 100% · 1 open now · since Jul 2026
Show all (10)
Prompt Engineering1
World Models1

What does each Matroid team work with?

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

AI/ML

4 postings
PyTorch2
Ray2

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How does your stack fit Matroid?

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How is the Matroid 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
PyTorchAug 2026
Anomaly DetectionAug 2026
TensorFlowAug 2026
Fine-tuningAug 2026
Hugging FaceAug 2026
JAXAug 2026
NumPyAug 2026
VLMAug 2026

How modern is the Matroid stack?

Cutting-edge AI adopter 82/100

Matroid scores 82 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 Matroid stack in its industry?

Share of the 1,056 companies in the same industries, whose stack Alion knows, that use each technology.

Ray4%
Python68%
PyTorch27%
Kubernetes36%
OpenCV8%
TensorFlow17%
AWS44%
Hugging Face5%
JAX4%
NumPy8%

What sets Matroid apart

Ray4%

Questions about the Matroid tech stack

What programming languages does Matroid use?

The languages named in Matroid job postings are Python (45%), JavaScript (9%), Node JS (9%), as a share of the 11 postings of the last 12 months.

Does Matroid use Ray?

Yes. Ray is named in 6 of 11 job postings (55%) and required in 6 of them.

What cloud and platforms does Matroid use?

The cloud and platforms named in Matroid job postings are Kubernetes (3), Hugging Face (2), AWS (2) (postings in brackets).

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

AI/ML postings at Matroid most often require PyTorch (2), Ray (2), out of 4 postings in the last 12 months.

Is the Matroid tech stack changing?

Yes. PyTorch, Anomaly Detection, TensorFlow, Fine-tuning first appeared in Matroid job postings in the last six months.

How modern is the Matroid tech stack?

Matroid scores 82 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 Matroid tech stack?

Alion reads every job posting Matroid publishes and tags the technologies each one names. The figures on this page count the 11 postings of the last 12 months and were updated on Oct 16, 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, "Matroid tech stack: 37 technologies from 11 job postings", as of Oct 16, 2026. https://alion.io/company/matroid/technologies

Licence: CC BY-SA 4.0JSON