Southampton tech stack

Southampton builds mostly with C++, MATLAB, Python. Its stack also includes JAX, PyTorch, Kubernetes. C++ is named in 2 of the 5 job postings Southampton published in the last 12 months (40%). Counted by Alion from the job postings of Southampton, updated Oct 21, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Oct 21, 2026
Technologies in use
13
Postings analysed
5
Open now
4
Modernity
72 /100

What programming languages does Southampton use?

C++ is named in 40% of job postings at Southampton, followed by MATLAB (40%), Python (40%).

C++ 2 40% optional · 2 open now · since Sep 2026
MATLAB 2 40% optional · 2 open now · since Sep 2026
Python 2 40% optional · 2 open now · since Sep 2026

What frameworks and libraries does Southampton use?

JAX is named in 40% of job postings at Southampton, followed by PyTorch (40%), PyTorch C++ (40%), TensorFlow (40%).

JAX 2 40% optional · 2 open now · since Sep 2026
PyTorch 2 40% optional · 2 open now · since Sep 2026
PyTorch C++ 2 40% optional · 2 open now · since Sep 2026
TensorFlow 2 40% optional · 2 open now · since Sep 2026
TensorFlow C++ 2 40% optional · 2 open now · since Sep 2026

What cloud and platforms does Southampton use?

Kubernetes is named in 20% of job postings at Southampton.

Kubernetes 1 20% required in 100% · 1 open now · since Sep 2026

Which engineering practices does Southampton ask for?

Machine Learning is named in 60% of job postings at Southampton, followed by AI Agents (20%), Digital Twin (20%), Physical AI (20%).

Machine Learning 3 60% required in 100% · 3 open now · since Sep 2026
AI Agents 1 20% required in 100% · since Sep 2026
Digital Twin 1 20% required in 100% · 1 open now · since Sep 2026
Physical AI 1 20% required in 100% · since Sep 2026

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How modern is the Southampton stack?

Modern 72/100

Southampton scores 72 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: 0; legacy ones: 0.

How common is the Southampton stack in its industry?

Share of the 1,057 companies in the same industries, whose stack Alion knows, that use each technology.

C++14%
JAX2%
MATLAB12%
PyTorch10%
PyTorch C++2%
Python38%
TensorFlow6%
TensorFlow C++2%
Kubernetes11%

Questions about the Southampton tech stack

What programming languages does Southampton use?

The languages named in Southampton job postings are C++ (40%), MATLAB (40%), Python (40%), as a share of the 5 postings of the last 12 months.

What cloud and platforms does Southampton use?

The cloud and platforms named in Southampton job postings are Kubernetes (1) (postings in brackets).

Is the Southampton tech stack changing?

No new technology has appeared in Southampton job postings in the last six months.

How modern is the Southampton tech stack?

Southampton scores 72 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: 0; legacy ones: 0.

How does Alion know the Southampton tech stack?

Alion reads every job posting Southampton publishes and tags the technologies each one names. The figures on this page count the 5 postings of the last 12 months and were updated on Oct 21, 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, "Southampton tech stack: 13 technologies from 5 job postings", as of Oct 21, 2026. https://alion.io/company/southampton/technologies

Licence: CC BY-SA 4.0JSON