MatX tech stack

MatX builds mostly with Python, C++, Rust, SystemVerilog. Its stack also includes Linux, UVM, GCP, CUDA. Python is named in 17 of the 40 job postings MatX published in the last 12 months (43%). Counted by Alion from the job postings of MatX, updated Sep 28, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Sep 28, 2026
Technologies in use
74
Postings analysed
40
Open now
39
Modernity
70 /100
New in 6 months
8

What programming languages does MatX use?

Python is named in 43% of job postings at MatX, followed by C++ (28%), Rust (28%), SystemVerilog (20%).

Python 17 43% required in 88% · 17 open now · since Feb 2024
C++ 11 28% required in 100% · 11 open now · since Feb 2024
Rust 11 28% required in 55% · 11 open now · since Apr 2026
SystemVerilog 8 20% required in 75% · 8 open now · since Feb 2024
Bluespec 4 10% required in 50% · 4 open now · since Feb 2024
Perl 2 5% required in 100% · 2 open now · since Feb 2024
Bash 2 5% required in 50% · 2 open now · since Sep 2026
Haskell 2 5% required in 50% · 2 open now · since Sep 2026
Show all (13)
Verilog2
Go1
SystemC1
C1
Cython1

What frameworks and libraries does MatX use?

UVM is named in 10% of job postings at MatX, followed by CUDA (5%), NumPy (3%), PyO3 (3%).

UVM 4 10% required in 50% · 4 open now · since Feb 2024
CUDA 2 5% required in 100% · 2 open now · since May 2026
NumPy 1 3% required in 100% · 1 open now · since May 2026
PyO3 1 3% required in 100% · 1 open now · since May 2026
ROCm 1 3% required in 100% · 1 open now · since May 2026
JAX 1 3% optional · 1 open now · since May 2026
ONNX Runtime 1 3% optional · 1 open now · since May 2026
PyTorch 1 3% optional · 1 open now · since May 2026
Show all (13)
PyTorch C++1
SGLang1
TensorRT-LLM1
Transformers1
XLA1

What cloud and platforms does MatX use?

Linux is named in 15% of job postings at MatX, followed by GCP (8%), CUDA Toolkit (5%), GitHub (5%).

Linux 6 15% required in 100% · 6 open now · since May 2026
GCP 3 8% required in 67% · 3 open now · since Sep 2026
CUDA Toolkit 2 5% required in 100% · 2 open now · since May 2026
GitHub 2 5% required in 100% · 2 open now · since Sep 2026
AWS 2 5% required in 50% · 2 open now · since Sep 2026
Azure 2 5% required in 50% · 2 open now · since Sep 2026
U-Boot 1 3% required in 100% · 1 open now · since Sep 2026
Kubernetes 1 3% optional · 1 open now · since Sep 2026
Show all (9)
vLLM1

What developer tools does MatX use?

Bazel is named in 10% of job postings at MatX, followed by Cadence Allegro (8%), Terraform (8%), Cadence Palladium (5%).

Bazel 4 10% required in 25% · 4 open now · since Sep 2026
Cadence Allegro 3 8% required in 67% · 3 open now · since Jan 2026
Terraform 3 8% required in 33% · 3 open now · since Sep 2026
Cadence Palladium 2 5% required in 100% · 2 open now · since May 2026
Rest API 2 5% required in 100% · 2 open now · since Jul 2026
TPU 2 5% required in 100% · 2 open now · since May 2026
Cadence JasperGold 1 3% required in 100% · 1 open now · since May 2026
Formal Verification 1 3% required in 100% · 1 open now · since May 2026
Show all (26)
Git1
GraphQL1
Model Context Protocol1
PyBind111
Siemens Veloce1
Sketch1
SolidWorks1
Synopsys HSPICE1
Synopsys VC Formal1
Synopsys ZeBu1
Ansys SIwave1
Cadence Sigrity1
Cosign1
Nomad1
SLURM1
Sigstore1
Synopsys PrimeTime1
TensorRT1

What AI and ML technologies does MatX use?

LLM is named in 28% of job postings at MatX.

LLM 11 28% required in 100% · 11 open now · since May 2026

Which engineering practices does MatX ask for?

Wi-Fi is named in 100% of job postings at MatX, followed by CI/CD (8%), IAM (8%), Quantization (5%).

Wi-Fi 40 100% required in 13% · 39 open now · since Feb 2024
CI/CD 3 8% required in 100% · 3 open now · since May 2026
IAM 3 8% required in 33% · 3 open now · since Sep 2026
Quantization 2 5% required in 100% · 2 open now · since May 2026
HPC 2 5% optional · 2 open now · since Sep 2026
eBPF 2 5% optional · 2 open now · since Sep 2026
DNS 1 3% required in 100% · 1 open now · since Sep 2026
Edge AI 1 3% required in 100% · 1 open now · since Sep 2026
Show all (12)
Embeddings1
KV Cache1
Machine Learning1
Red Teaming1

What does each MatX team work with?

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

Hardware

13 postings
Python9
C++7
SystemVerilog6
LLM3
Cadence Palladium2
Perl2

DevOps

6 postings
Linux3
LLM2
Python2

Industrial Engineering

6 postings
LLM4
Python2

Backend

5 postings
Rust3
C++2

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How is the MatX 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
BashSep 2026
eBPFSep 2026
GCPSep 2026
IAMSep 2026
TerraformSep 2026
AWSSep 2026
AzureSep 2026
HPCSep 2026

How modern is the MatX stack?

Modern AI adopter 70/100

MatX scores 70 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.

Questions about the MatX tech stack

What programming languages does MatX use?

The languages named in MatX job postings are Python (43%), C++ (28%), Rust (28%), SystemVerilog (20%), Bluespec (10%), as a share of the 40 postings of the last 12 months.

Does MatX use UVM?

Yes. UVM is named in 4 of 40 job postings (10%) and required in 2 of them.

What cloud and platforms does MatX use?

The cloud and platforms named in MatX job postings are Linux (6), GCP (3), CUDA Toolkit (2) (postings in brackets).

What skills do you need for a Hardware job at MatX?

Hardware postings at MatX most often require Python (9), C++ (7), SystemVerilog (6), LLM (3), out of 13 postings in the last 12 months.

Is the MatX tech stack changing?

Yes. Bash, eBPF, GCP, IAM first appeared in MatX job postings in the last six months.

How modern is the MatX tech stack?

MatX scores 70 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 MatX tech stack?

Alion reads every job posting MatX publishes and tags the technologies each one names. The figures on this page count the 40 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, "MatX tech stack: 74 technologies from 40 job postings", as of Sep 28, 2026. https://alion.io/company/matx-com/technologies

Licence: CC BY-SA 4.0JSON