MatX
AI Chips & Accelerators

MatX tech stack

MatX builds mostly with Python, Rust, C++, SystemVerilog. Its stack also includes Linux, UVM, GCP, CUDA. Python is named in 21 of the 54 job postings MatX published in the last 12 months (39%). Counted by Alion from the job postings of MatX, updated Nov 13, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Nov 13, 2026
Technologies in use
82
Postings analysed
54
Open now
36
Modernity
70 /100
New in 6 months
8

What programming languages does MatX use?

Python is named in 39% of job postings at MatX, followed by Rust (24%), C++ (22%), SystemVerilog (22%).

Python 21 39% required in 81% · 15 open now · since Feb 2024
Rust 13 24% required in 77% · 10 open now · since Apr 2026
C++ 12 22% required in 92% · 10 open now · since Feb 2024
SystemVerilog 12 22% required in 67% · 10 open now · since Feb 2024
Bluespec 8 15% required in 63% · 7 open now · since Feb 2024
Haskell 5 9% required in 60% · 5 open now · since Apr 2026
Verilog 4 7% required in 50% · 4 open now · since Apr 2026
Perl 2 4% required in 100% · 2 open now · since Feb 2024
Show all (15)
Embedded C1
Go1
SystemC1
Bash1
C1
Chisel1
Cython1

What frameworks and libraries does MatX use?

UVM is named in 7% of job postings at MatX, followed by CUDA (6%), NumPy (2%), PyO3 (2%).

UVM 4 7% required in 50% · 3 open now · since Feb 2024
CUDA 3 6% required in 100% · 3 open now · since May 2026
NumPy 1 2% required in 100% · 1 open now · since May 2026
PyO3 1 2% required in 100% · 1 open now · since May 2026
QuickCheck 1 2% required in 100% · 1 open now · since Apr 2026
ROCm 1 2% required in 100% · 1 open now · since May 2026
JAX 1 2% optional · 1 open now · since May 2026
ONNX Runtime 1 2% optional · 1 open now · since May 2026
Show all (13)
PyTorch1
SGLang1
TensorRT-LLM1
Transformers1
XLA1

What cloud and platforms does MatX use?

Linux is named in 11% of job postings at MatX, followed by GCP (6%), GitHub (4%), AWS (4%).

Linux 6 11% required in 100% · 4 open now · since May 2026
GCP 3 6% required in 67% · 2 open now · since Sep 2026
GitHub 2 4% required in 100% · 2 open now · since Sep 2026
AWS 2 4% required in 50% · 1 open now · since Sep 2026
Azure 2 4% required in 50% · 1 open now · since Sep 2026
GitHub Actions 1 2% required in 100% · since Oct 2026
Kubernetes 1 2% optional · since Sep 2026
vLLM 1 2% optional · 1 open now · since May 2026

What developer tools does MatX use?

Bazel is named in 9% of job postings at MatX, followed by Formal Verification (7%), Cadence Allegro (6%), Cadence JasperGold (6%).

Bazel 5 9% required in 60% · 2 open now · since Sep 2026
Formal Verification 4 7% required in 50% · 3 open now · since Apr 2026
Cadence Allegro 3 6% required in 67% · 2 open now · since Jan 2026
Cadence JasperGold 3 6% required in 33% · 3 open now · since Apr 2026
Terraform 3 6% required in 33% · 2 open now · since Sep 2026
Cadence Palladium 2 4% required in 100% · 1 open now · since May 2026
Rest API 2 4% required in 100% · since Jul 2026
TPU 2 4% required in 100% · 1 open now · since May 2026
Show all (29)
Synopsys VC Formal2
GHC1
Git1
GraphQL1
Model Context Protocol1
PyBind111
Siemens Veloce1
Sketch1
SolidWorks1
Synopsys HSPICE1
Synopsys ZeBu1
Ansys SIwave1
Cadence Sigrity1
Cosign1
Nomad1
SLURM1
Sigstore1
Synopsys PrimeTime1
TensorRT1
Verilator1
Yosys1

What AI and ML technologies does MatX use?

LLM is named in 20% of job postings at MatX.

LLM 11 20% required in 100% · 7 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 (6%), Quantization (6%), IAM (6%).

Wi-Fi 54 100% required in 20% · 36 open now · since Feb 2024
CI/CD 3 6% required in 100% · 2 open now · since May 2026
Quantization 3 6% required in 100% · 1 open now · since May 2026
IAM 3 6% required in 33% · 2 open now · since Sep 2026
HPC 2 4% optional · 1 open now · since Sep 2026
AI Agents 1 2% required in 100% · since Oct 2026
DNS 1 2% required in 100% · since Sep 2026
Embeddings 1 2% required in 100% · 1 open now · since May 2026
Show all (16)
FMEA1
GD&T1
KV Cache1
Machine Learning1
Red Teaming1
Reinforcement Learning1
Statistical Process Control1
DO-2541

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

16 postings
Python9
SystemVerilog7
C++6
Bluespec3
LLM3
Cadence Palladium2

Industrial Engineering

7 postings
LLM4
Python3
Rust2

DevOps

6 postings
Linux3
LLM2
Python2

Backend

6 postings
Rust5
C++3
Bluespec2
CUDA2
Python2

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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
GCPSep 2026
IAMSep 2026
TerraformSep 2026
AWSSep 2026
AzureSep 2026
HPCSep 2026
BazelSep 2026
GitHubSep 2026
Rising
Bazel0% → 13%
Haskell0% → 10%
LLM15% → 23%
GCP0% → 8%
IAM0% → 8%
Terraform0% → 8%
Bluespec8% → 15%
Falling
C++62% → 10%
Python77% → 28%
SystemVerilog46% → 15%
UVM23% → 3%
Linux15% → 10%

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.

How common is the MatX stack in its industry?

Share of the 114 companies in the same industries, whose stack Alion knows, that use each technology.

Python89%
Rust35%
C++87%
SystemVerilog60%
LLM57%
Bluespec1%
Linux73%
Haskell3%
UVM46%
Verilog60%

What sets MatX apart

Bluespec1%
Haskell3%

Questions about the MatX tech stack

What programming languages does MatX use?

The languages named in MatX job postings are Python (39%), Rust (24%), C++ (22%), SystemVerilog (22%), Bluespec (15%), as a share of the 54 postings of the last 12 months.

Does MatX use UVM?

Yes. UVM is named in 4 of 54 job postings (7%) 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), GitHub (2) (postings in brackets).

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

Hardware postings at MatX most often require Python (9), SystemVerilog (7), C++ (6), Bluespec (3), out of 16 postings in the last 12 months.

Is the MatX tech stack changing?

Yes. GCP, IAM, Terraform, AWS 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 54 postings of the last 12 months and were updated on Nov 13, 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: 82 technologies from 54 job postings", as of Nov 13, 2026. https://alion.io/company/matx-com/technologies

Licence: CC BY-SA 4.0JSON