NPL tech stack

NPL builds mostly with Python, MATLAB, Bash, PowerShell. Its stack also includes Linux, Kubernetes, GraphDB, MySQL. Python is named in 13 of the 26 job postings NPL published in the last 12 months (50%). Counted by Alion from the job postings of NPL, updated Oct 9, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Oct 9, 2026
Technologies in use
56
Postings analysed
26
Open now
25
Modernity
74 /100

What programming languages does NPL use?

Python is named in 50% of job postings at NPL, followed by MATLAB (15%), Bash (12%), PowerShell (12%).

Python 13 50% required in 77% · 13 open now · since Sep 2026
MATLAB 4 15% required in 100% · 3 open now · since Sep 2026
Bash 3 12% required in 100% · 3 open now · since Oct 2026
PowerShell 3 12% required in 100% · 3 open now · since Sep 2026
C++ 2 8% required in 100% · 1 open now · since Oct 2026
Lua 1 4% required in 100% · 1 open now · since Oct 2026
C# 1 4% optional · 1 open now · since Sep 2026
Java 1 4% optional · 1 open now · since Sep 2026

What frameworks and libraries does NPL use?

PyTorch is named in 4% of job postings at NPL, followed by Scikit-learn (4%), TensorFlow (4%), FastAPI (4%).

PyTorch 1 4% required in 100% · 1 open now · since Sep 2026
Scikit-learn 1 4% required in 100% · 1 open now · since Sep 2026
TensorFlow 1 4% required in 100% · 1 open now · since Sep 2026
FastAPI 1 4% optional · 1 open now · since Sep 2026
Flask 1 4% optional · 1 open now · since Sep 2026

What databases does NPL use?

GraphDB is named in 4% of job postings at NPL, followed by MySQL (4%), Neo4j (4%), Oracle (4%).

GraphDB 1 4% optional · 1 open now · since Sep 2026
MySQL 1 4% optional · 1 open now · since Sep 2026
Neo4j 1 4% optional · 1 open now · since Sep 2026
Oracle 1 4% optional · 1 open now · since Sep 2026
PostgreSQL 1 4% optional · 1 open now · since Sep 2026

What cloud and platforms does NPL use?

Linux is named in 38% of job postings at NPL, followed by Kubernetes (23%), Active Directory (19%), VMWare (19%).

Linux 10 38% required in 70% · 10 open now · since Sep 2026
Kubernetes 6 23% required in 100% · 6 open now · since Oct 2026
Active Directory 5 19% required in 100% · 5 open now · since Sep 2026
VMWare 5 19% required in 80% · 5 open now · since Sep 2026
Windows 4 15% required in 75% · 4 open now · since Sep 2026
Azure 3 12% required in 100% · 3 open now · since Sep 2026
Windows Server 2 8% required in 100% · 2 open now · since Oct 2026
Power BI 1 4% required in 100% · 1 open now · since Oct 2026
Show all (12)
GitHub1
MLFlow1
Unix1
Weights & Biases1

What developer tools does NPL use?

Ansible is named in 23% of job postings at NPL, followed by Terraform (23%), Docker (12%), OpenStack (12%).

Ansible 6 23% required in 100% · 6 open now · since Sep 2026
Terraform 6 23% required in 100% · 6 open now · since Sep 2026
Docker 3 12% required in 100% · 3 open now · since Sep 2026
OpenStack 3 12% required in 33% · 3 open now · since Oct 2026
Ghidra 2 8% required in 50% · 2 open now · since Oct 2026
Git 2 8% required in 50% · 2 open now · since Sep 2026
Microsoft Excel 1 4% required in 100% · 1 open now · since Sep 2026
Zabbix 1 4% required in 100% · 1 open now · since Oct 2026
Show all (10)
IDA Pro1
Rest API1

What AI and ML technologies does NPL use?

LLM is named in 4% of job postings at NPL.

LLM 1 4% required in 100% · 1 open now · since Oct 2026

Which engineering practices does NPL ask for?

Platform Engineering is named in 19% of job postings at NPL, followed by Machine Learning (15%), DNS (15%), PKI (12%).

Platform Engineering 5 19% required in 100% · 5 open now · since Oct 2026
Machine Learning 4 15% required in 100% · 4 open now · since Sep 2026
DNS 4 15% required in 75% · 4 open now · since Sep 2026
PKI 3 12% required in 100% · 3 open now · since Oct 2026
CI/CD 2 8% required in 100% · 2 open now · since Oct 2026
AI Agents 1 4% required in 100% · 1 open now · since Oct 2026
BGP 1 4% required in 100% · 1 open now · since Sep 2026
DHCP 1 4% required in 100% · 1 open now · since Sep 2026
Show all (15)
Knowledge Graph1
MPLS1
OSPF1
VPN1
Wi-Fi1
Computer Vision1
Reinforcement Learning1

What does each NPL team work with?

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

DevOps

6 postings
Ansible6
Terraform6
Kubernetes5
Linux4
Active Directory3
Bash3

AI/ML

6 postings
C++2
Linux2
Python2

Science & Research

4 postings
MATLAB2
Python2

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How modern is the NPL stack?

Modern AI adopter 74/100

NPL scores 74 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.

Questions about the NPL tech stack

What programming languages does NPL use?

The languages named in NPL job postings are Python (50%), MATLAB (15%), Bash (12%), PowerShell (12%), C++ (8%), as a share of the 26 postings of the last 12 months.

Does NPL use Linux?

Yes. Linux is named in 10 of 26 job postings (38%) and required in 7 of them.

What cloud and platforms does NPL use?

The cloud and platforms named in NPL job postings are Linux (10), Kubernetes (6), Active Directory (5) (postings in brackets).

What skills do you need for a DevOps job at NPL?

DevOps postings at NPL most often require Ansible (6), Terraform (6), Kubernetes (5), Linux (4), out of 6 postings in the last 12 months.

Is the NPL tech stack changing?

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

How modern is the NPL tech stack?

NPL scores 74 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 NPL tech stack?

Alion reads every job posting NPL publishes and tags the technologies each one names. The figures on this page count the 26 postings of the last 12 months and were updated on Oct 9, 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, "NPL tech stack: 56 technologies from 26 job postings", as of Oct 9, 2026. https://alion.io/company/npl-co-uk/technologies

Licence: CC BY-SA 4.0JSON