d-Matrix tech stack

d-Matrix builds mostly with Python, C++, MATLAB, Verilog. Its stack also includes Linux, PyTorch, TensorFlow, CUDA Toolkit. Python is named in 27 of the 33 job postings d-Matrix published in the last 12 months (82%). Counted by Alion from the job postings of d-Matrix, updated Sep 26, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Sep 26, 2026
Technologies in use
79
Postings analysed
33
Open now
22
Modernity
65 /100
New in 6 months
8

What programming languages does d-Matrix use?

Python is named in 82% of job postings at d-Matrix, followed by C++ (42%), MATLAB (9%), Verilog (6%).

Python 27 82% required in 85% · 19 open now · since Feb 2026
C++ 14 42% required in 100% · 9 open now · since Apr 2025
MATLAB 3 9% required in 67% · 2 open now · since May 2025
Verilog 2 6% required in 100% · 2 open now · since Aug 2026
Bash 2 6% required in 50% · 2 open now · since Jul 2026
Go 1 3% required in 100% · 1 open now · since Jul 2026
SQL 1 3% optional · since Aug 2026

What frameworks and libraries does d-Matrix use?

PyTorch is named in 27% of job postings at d-Matrix, followed by TensorFlow (27%), CUDA (21%), PyTorch C++ (21%).

PyTorch 9 27% required in 100% · 8 open now · since Feb 2026
TensorFlow 9 27% required in 100% · 8 open now · since Feb 2026
CUDA 7 21% required in 100% · 6 open now · since Feb 2026
PyTorch C++ 7 21% required in 100% · 6 open now · since Feb 2026
TensorFlow C++ 7 21% required in 100% · 6 open now · since Feb 2026
Apache TVM 7 21% required in 86% · 6 open now · since Feb 2026
MLIR 7 21% required in 86% · 6 open now · since Feb 2026
SGLang 3 9% required in 100% · 2 open now · since Jul 2026
Show all (16)
TensorRT-LLM3
JAX3
ONNX Runtime2
Pytest2
Ray2
Transformers2
NCCL1
Triton1

What databases does d-Matrix use?

InfluxDB is named in 3% of job postings at d-Matrix.

InfluxDB 1 3% optional · since Jul 2026

What cloud and platforms does d-Matrix use?

Linux is named in 42% of job postings at d-Matrix, followed by CUDA Toolkit (24%), Kubernetes (9%), vLLM (9%).

Linux 14 42% required in 100% · 12 open now · since Feb 2026
CUDA Toolkit 8 24% required in 100% · 6 open now · since Feb 2026
Kubernetes 3 9% required in 100% · 3 open now · since Jul 2026
vLLM 3 9% required in 100% · 2 open now · since Jul 2026
AWS 2 6% required in 100% · 2 open now · since Jul 2026
Azure 2 6% required in 100% · 2 open now · since Jul 2026
Datadog 2 6% required in 100% · 2 open now · since Jul 2026
GCP 2 6% required in 100% · 2 open now · since Jul 2026
Show all (14)
Grafana2
GitLab1
GitLab CI1
Unix1
Power BI1
Tableau1

What developer tools does d-Matrix use?

LLVM is named in 21% of job postings at d-Matrix, followed by Microsoft Excel (12%), NVLink (9%), Ansible (9%).

LLVM 7 21% required in 86% · 6 open now · since Feb 2026
Microsoft Excel 4 12% required in 100% · 2 open now · since Jun 2026
NVLink 3 9% required in 100% · 3 open now · since May 2026
Ansible 3 9% required in 67% · 3 open now · since Jul 2026
InfiniBand 3 9% required in 67% · 3 open now · since Jul 2026
TensorRT 3 9% required in 67% · 2 open now · since Jul 2026
Cadence Allegro 2 6% required in 100% · 1 open now · since Apr 2026
Cadence Virtuoso 2 6% required in 100% · 2 open now · since Aug 2026
Show all (18)
Prometheus2
SLURM2
Terraform2
Ansys HFSS1
Ansys SIwave1
Cadence Sigrity1
Jenkins1
Keysight ADS1
ONNX1
TPU1

What AI and ML technologies does d-Matrix use?

LLM is named in 9% of job postings at d-Matrix.

LLM 3 9% required in 100% · 2 open now · since Jul 2026

Which engineering practices does d-Matrix ask for?

Machine Learning is named in 39% of job postings at d-Matrix, followed by NLP (21%), HPC (15%), CI/CD (12%).

Machine Learning 13 39% required in 85% · 10 open now · since Feb 2026
NLP 7 21% required in 100% · 6 open now · since Feb 2026
HPC 5 15% required in 60% · 5 open now · since Apr 2026
CI/CD 4 12% required in 100% · 4 open now · since Jul 2026
Quantization 3 9% required in 100% · 2 open now · since Jul 2026
AIOps 2 6% required in 100% · 2 open now · since Jul 2026
KV Cache 2 6% required in 100% · 2 open now · since Jul 2026
SLI/SLO/SLA 2 6% required in 100% · 1 open now · since Jun 2026
Show all (22)
Mixture of Experts2
CNN1
Configuration Management1
Edge AI1
FinOps1
Incident Management1
Knowledge Distillation1
Model Distillation1
Progressive Delivery1
SRE1
Self-Healing1
TCP/IP1
VLAN1
Speculative Decoding1

What does each d-Matrix team work with?

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

Backend

9 postings
C++9
Linux8
Python8
Apache TVM6
CUDA6
CUDA Toolkit6

Hardware

7 postings
Python4
Cadence Virtuoso2
MATLAB2
Verilog2

AI/ML

5 postings
Python5
C++3
LLM3
CUDA Toolkit2
PyTorch2
SGLang2

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How much does d-Matrix pay by technology?

Median stated pay of the postings that name each technology, against the median of all d-Matrix postings with stated pay: $265k across 25 postings.

TechnologyPostings with payMedianvs company median
Python20$265k0%
C++9$285k+8%
Linux8$285k+8%
PyTorch6$285k+8%
TensorFlow6$285k+8%

How is the d-Matrix 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
Cadence VirtuosoAug 2026
VerilogAug 2026
Mixture of ExpertsAug 2026
SGLangJul 2026
TensorRT-LLMJul 2026
vLLMJul 2026
TensorRTJul 2026
ONNX RuntimeJul 2026

How modern is the d-Matrix stack?

Modern AI adopter 65/100

d-Matrix scores 65 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 d-Matrix stack in its industry?

Share of the 152 companies in the same industries, whose stack Alion knows, that use each technology.

Python87%
C++69%
Linux78%
PyTorch55%
TensorFlow39%
CUDA Toolkit49%
Apache TVM15%
CUDA47%
MLIR21%
PyTorch C++38%

Questions about the d-Matrix tech stack

What programming languages does d-Matrix use?

The languages named in d-Matrix job postings are Python (82%), C++ (42%), MATLAB (9%), Verilog (6%), Bash (6%), as a share of the 33 postings of the last 12 months.

Does d-Matrix use PyTorch?

Yes. PyTorch is named in 9 of 33 job postings (27%) and required in 9 of them.

What cloud and platforms does d-Matrix use?

The cloud and platforms named in d-Matrix job postings are Linux (14), CUDA Toolkit (8), Kubernetes (3) (postings in brackets).

What skills do you need for a Backend job at d-Matrix?

Backend postings at d-Matrix most often require C++ (9), Linux (8), Python (8), Apache TVM (6), out of 9 postings in the last 12 months.

Is the d-Matrix tech stack changing?

Yes. Cadence Virtuoso, Verilog, Mixture of Experts, SGLang first appeared in d-Matrix job postings in the last six months.

How modern is the d-Matrix tech stack?

d-Matrix scores 65 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 d-Matrix tech stack?

Alion reads every job posting d-Matrix publishes and tags the technologies each one names. The figures on this page count the 33 postings of the last 12 months and were updated on Sep 26, 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, "d-Matrix tech stack: 79 technologies from 33 job postings", as of Sep 26, 2026. https://alion.io/company/d-matrix/technologies

Licence: CC BY-SA 4.0JSON