Neural Concept tech stack

Neural Concept builds mostly with Python, MATLAB. Its stack also includes Grafana, Kubernetes, Pytest, PyTorch. Python is named in 24 of the 28 job postings Neural Concept published in the last 12 months (86%). Counted by Alion from the job postings of Neural Concept, updated Sep 30, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Sep 30, 2026
Technologies in use
25
Postings analysed
28
Open now
26
Modernity
87 /100
New in 6 months
8

What programming languages does Neural Concept use?

Python is named in 86% of job postings at Neural Concept, followed by MATLAB (4%).

Python 24 86% required in 96% · 23 open now · since Jul 2026
MATLAB 1 4% required in 100% · 1 open now · since Aug 2026

What frameworks and libraries does Neural Concept use?

Pytest is named in 7% of job postings at Neural Concept, followed by PyTorch (7%), Scikit-learn (7%), TensorFlow (7%).

Pytest 2 7% required in 100% · 2 open now · since Jul 2026
PyTorch 2 7% optional · 2 open now · since Jul 2026
Scikit-learn 2 7% optional · 2 open now · since Jul 2026
TensorFlow 2 7% optional · 2 open now · since Jul 2026
Playwright 1 4% required in 100% · 1 open now · since Jul 2026

What cloud and platforms does Neural Concept use?

Grafana is named in 7% of job postings at Neural Concept, followed by Kubernetes (7%), Linux (7%), AWS (4%).

Grafana 2 7% required in 100% · 2 open now · since Sep 2026
Kubernetes 2 7% required in 100% · 2 open now · since Sep 2026
Linux 2 7% required in 100% · 2 open now · since Sep 2026
AWS 1 4% required in 100% · 1 open now · since Jul 2026

What developer tools does Neural Concept use?

Prometheus is named in 7% of job postings at Neural Concept, followed by Terraform (7%), Microsoft Excel (4%), OpenAI Codex (4%).

Prometheus 2 7% required in 100% · 2 open now · since Sep 2026
Terraform 2 7% required in 100% · 2 open now · since Sep 2026
Microsoft Excel 1 4% required in 100% · 1 open now · since Jul 2026
OpenAI Codex 1 4% required in 100% · 1 open now · since Aug 2026
Simulink 1 4% required in 100% · 1 open now · since Aug 2026

What AI and ML technologies does Neural Concept use?

LLM is named in 11% of job postings at Neural Concept, followed by Claude (4%).

LLM 3 11% required in 100% · 3 open now · since Aug 2026
Claude 1 4% required in 100% · 1 open now · since Aug 2026

Which engineering practices does Neural Concept ask for?

Machine Learning is named in 71% of job postings at Neural Concept, followed by AI Agents (43%), HPC (11%), DNS (7%).

Machine Learning 20 71% required in 95% · 19 open now · since Jul 2026
AI Agents 12 43% required in 83% · 12 open now · since Jul 2026
HPC 3 11% required in 100% · 3 open now · since Aug 2026
DNS 2 7% required in 100% · 2 open now · since Sep 2026
GitOps 2 7% required in 100% · 2 open now · since Sep 2026
CI/CD 1 4% required in 100% · 1 open now · since Jul 2026
Edge AI 1 4% required in 100% · since Aug 2026

What does each Neural Concept team work with?

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

AI/ML

3 postings
Python3
Pytest2

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How is the Neural Concept 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
DNSSep 2026
GitOpsSep 2026
GrafanaSep 2026
KubernetesSep 2026
LinuxSep 2026
PrometheusSep 2026
TerraformSep 2026
LLMAug 2026

How modern is the Neural Concept stack?

Cutting-edge AI adopter 87/100

Neural Concept scores 87 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 Neural Concept stack in its industry?

Share of the 318 companies in the same industries, whose stack Alion knows, that use each technology.

Python75%
LLM36%
Grafana19%
Kubernetes45%
Linux34%
PyTorch34%
Pytest7%
Scikit-learn13%
TensorFlow23%
AWS52%

Questions about the Neural Concept tech stack

What programming languages does Neural Concept use?

The languages named in Neural Concept job postings are Python (86%), MATLAB (4%), as a share of the 28 postings of the last 12 months.

Does Neural Concept use Pytest?

Yes. Pytest is named in 2 of 28 job postings (7%) and required in 2 of them.

What cloud and platforms does Neural Concept use?

The cloud and platforms named in Neural Concept job postings are Grafana (2), Kubernetes (2), Linux (2) (postings in brackets).

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

AI/ML postings at Neural Concept most often require Python (3), Pytest (2), out of 3 postings in the last 12 months.

Is the Neural Concept tech stack changing?

Yes. DNS, GitOps, Grafana, Kubernetes first appeared in Neural Concept job postings in the last six months.

How modern is the Neural Concept tech stack?

Neural Concept scores 87 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 Neural Concept tech stack?

Alion reads every job posting Neural Concept publishes and tags the technologies each one names. The figures on this page count the 28 postings of the last 12 months and were updated on Sep 30, 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, "Neural Concept tech stack: 25 technologies from 28 job postings", as of Sep 30, 2026. https://alion.io/company/neural-concept/technologies

Licence: CC BY-SA 4.0JSON