d-Matrix
AI Compute & Inference · AI Chips & Accelerators

d-Matrix tech stack

d-Matrix builds mostly with Python, C++, Bash, Rust. Its stack also includes Linux, Kubernetes, PyTorch, TensorFlow. Python is named in 37 of the 51 job postings d-Matrix published in the last 12 months (73%). Counted by Alion from the job postings of d-Matrix, updated Nov 10, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Nov 10, 2026
Technologies in use
105
Postings analysed
51
Open now
27
Modernity
66 /100
New in 6 months
8

What programming languages does d-Matrix use?

Python is named in 73% of job postings at d-Matrix, followed by C++ (39%), Bash (8%), Rust (8%).

Python 37 73% required in 89% · 21 open now · since Feb 2026
C++ 20 39% required in 95% · 11 open now · since Apr 2025
Bash 4 8% required in 75% · 3 open now · since Jul 2026
Rust 4 8% required in 75% · 4 open now · since Oct 2026
MATLAB 3 6% required in 67% · 2 open now · since May 2025
Verilog 2 4% required in 100% · 2 open now · since Aug 2026
Go 1 2% required in 100% · since Jul 2026
SQL 1 2% optional · since Aug 2026

What frameworks and libraries does d-Matrix use?

PyTorch is named in 18% of job postings at d-Matrix, followed by TensorFlow (18%), CUDA (18%), MLIR (16%).

PyTorch 9 18% required in 100% · 5 open now · since Feb 2026
TensorFlow 9 18% required in 100% · 5 open now · since Feb 2026
CUDA 9 18% required in 89% · 5 open now · since Feb 2026
MLIR 8 16% required in 75% · 5 open now · since Feb 2026
TensorFlow C++ 7 14% required in 100% · 4 open now · since Feb 2026
Apache TVM 7 14% required in 86% · 4 open now · since Feb 2026
SGLang 5 10% required in 60% · 4 open now · since Jul 2026
TensorRT-LLM 5 10% required in 60% · 4 open now · since Jul 2026
Show all (15)
Pytest3
JAX3
ONNX Runtime2
Transformers2
NCCL2
Ray1
Triton1

What databases does d-Matrix use?

InfluxDB is named in 2% of job postings at d-Matrix.

InfluxDB 1 2% optional · since Jul 2026

What cloud and platforms does d-Matrix use?

Linux is named in 41% of job postings at d-Matrix, followed by Kubernetes (24%), Azure (10%), Datadog (10%).

Linux 21 41% required in 100% · 13 open now · since Feb 2026
Kubernetes 12 24% required in 83% · 10 open now · since Jul 2026
Azure 5 10% required in 100% · 3 open now · since Jul 2026
Datadog 5 10% required in 80% · 3 open now · since Jul 2026
Grafana 5 10% required in 80% · 3 open now · since Jul 2026
vLLM 5 10% required in 60% · 4 open now · since Jul 2026
AWS 4 8% required in 100% · 2 open now · since Jul 2026
GCP 4 8% required in 100% · 2 open now · since Jul 2026
Show all (20)
GitLab3
GitLab CI3
Splunk2
Azure AKS1
Azure DevOps1
Buildkite1
GitHub Actions1
SIEM1
Unix1
Windows1
Power BI1
Tableau1

What developer tools does d-Matrix use?

LLVM is named in 14% of job postings at d-Matrix, followed by Ansible (12%), Prometheus (12%), Terraform (10%).

LLVM 7 14% required in 86% · 4 open now · since Feb 2026
Ansible 6 12% required in 67% · 4 open now · since Jul 2026
Prometheus 6 12% required in 67% · 4 open now · since Jul 2026
Terraform 5 10% required in 80% · 3 open now · since Jul 2026
NVLink 5 10% required in 60% · 3 open now · since May 2026
InfiniBand 5 10% required in 40% · 3 open now · since Jul 2026
TensorRT 5 10% required in 40% · 4 open now · since Jul 2026
Microsoft Excel 4 8% required in 100% · 1 open now · since Jun 2026
Show all (29)
SLURM4
Cadence Allegro2
Cadence Virtuoso2
ANSYS1
Ansys HFSS1
Ansys SIwave1
Bazel1
Cadence Sigrity1
Helm1
JMP1
Jenkins1
Keysight ADS1
Minitab1
ONNX1
Claude Code1
Copilot1
Cursor1
Model Context Protocol1
Siemens NX1
SolidWorks1
TPU1

What AI and ML technologies does d-Matrix use?

LLM is named in 16% of job postings at d-Matrix.

LLM 8 16% required in 63% · 7 open now · since Jul 2026

Which engineering practices does d-Matrix ask for?

Machine Learning is named in 27% of job postings at d-Matrix, followed by CI/CD (24%), NLP (14%), HPC (14%).

Machine Learning 14 27% required in 79% · 7 open now · since Feb 2026
CI/CD 12 24% required in 100% · 9 open now · since Jul 2026
NLP 7 14% required in 100% · 4 open now · since Feb 2026
HPC 7 14% required in 57% · 4 open now · since Apr 2026
Quantization 7 14% required in 57% · 5 open now · since Jul 2026
AI Agents 4 8% required in 100% · 4 open now · since Sep 2026
AIOps 4 8% required in 100% · 2 open now · since Jul 2026
SLI/SLO/SLA 4 8% required in 75% · 3 open now · since Jul 2026
Show all (31)
FinOps3
KV Cache3
Speculative Decoding3
FMEA2
Progressive Delivery2
Self-Healing2
Statistical Process Control2
Mixture of Experts2
CAPA1
CNN1
Configuration Management1
Context Engineering1
DNS1
GD&T1
Incident Management1
Knowledge Distillation1
LLM Guardrails1
Model Distillation1
Multimodal AI1
SRE1
TCP/IP1
VLAN1
Anomaly Detection1

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

12 postings
C++11
Python10
Linux9
Apache TVM6
CUDA6
LLVM6

Hardware

8 postings
Python4
Cadence Virtuoso2
MATLAB2
Verilog2

AI/ML

6 postings
Python6
C++4
LLM4
CUDA2
Linux2
PyTorch2

QA

5 postings
Python4
GitLab2
Linux2
Pytest2
Rust2

DevOps

5 postings
Kubernetes5
Linux5
Python5
AWS3
Ansible3
Azure3

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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 40 postings.

TechnologyPostings with payMedianvs company median
Python29$265k0%
C++14$285k+8%
Linux13$285k+8%
Kubernetes11$265k0%
LLM7$265k0%
PyTorch6$285k+8%
TensorFlow6$285k+8%
CUDA5$285k+8%
MLIR5$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
RustOct 2026
AI AgentsSep 2026
SplunkSep 2026
FMEAAug 2026
Statistical Process ControlAug 2026
Cadence VirtuosoAug 2026
VerilogAug 2026
Speculative DecodingAug 2026
Rising
Kubernetes18% → 33%
AI Agents0% → 15%
Rust0% → 15%
Speculative Decoding0% → 11%
LLM12% → 22%
Quantization12% → 19%
Microsoft Excel6% → 11%
SLI/SLO/SLA6% → 11%
Falling
Machine Learning59% → 4%
PyTorch41% → 0%
TensorFlow41% → 0%
Python94% → 56%
Linux65% → 30%
C++59% → 26%
NLP29% → 0%
TensorFlow C++29% → 0%

How modern is the d-Matrix stack?

Modern AI adopter 66/100

d-Matrix scores 66 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 368 companies in the same industries, whose stack Alion knows, that use each technology.

Python84%
Linux68%
C++71%
Kubernetes50%
CUDA42%
PyTorch47%
TensorFlow33%
LLM48%
MLIR20%
Apache TVM15%

Questions about the d-Matrix tech stack

What programming languages does d-Matrix use?

The languages named in d-Matrix job postings are Python (73%), C++ (39%), Bash (8%), Rust (8%), MATLAB (6%), as a share of the 51 postings of the last 12 months.

Does d-Matrix use PyTorch?

Yes. PyTorch is named in 9 of 51 job postings (18%) 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 (21), Kubernetes (12), Azure (5) (postings in brackets).

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

Backend postings at d-Matrix most often require C++ (11), Python (10), Linux (9), Apache TVM (6), out of 12 postings in the last 12 months.

Is the d-Matrix tech stack changing?

Yes. Rust, AI Agents, Splunk, FMEA first appeared in d-Matrix job postings in the last six months.

How modern is the d-Matrix tech stack?

d-Matrix scores 66 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 51 postings of the last 12 months and were updated on Nov 10, 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: 105 technologies from 51 job postings", as of Nov 10, 2026. https://alion.io/company/d-matrix/technologies

Licence: CC BY-SA 4.0JSON