Kainos tech stack

Kainos builds mostly with Python, Java, SQL, Scala. Its stack also includes AWS, Azure, PyTorch, Scikit-learn. AWS is named in 27 of the 41 job postings Kainos published in the last 12 months (66%). Counted by Alion from the job postings of Kainos, updated Sep 30, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Sep 30, 2026
Technologies in use
85
Postings analysed
41
Open now
36
Modernity
80 /100
New in 6 months
8

What programming languages does Kainos use?

Python is named in 44% of job postings at Kainos, followed by Java (20%), SQL (12%), Scala (12%).

Python 18 44% required in 100% · 15 open now · since Apr 2026
Java 8 20% required in 100% · 8 open now · since May 2026
SQL 5 12% required in 100% · 5 open now · since May 2026
Scala 5 12% required in 100% · 5 open now · since May 2026
PowerShell 4 10% required in 100% · 3 open now · since Apr 2026
JavaScript 4 10% required in 50% · 4 open now · since Jul 2026
Ruby 3 7% required in 100% · 2 open now · since Apr 2026
C# 3 7% required in 67% · 3 open now · since Jul 2026
Show all (9)
TypeScript2

What frameworks and libraries does Kainos use?

PyTorch is named in 17% of job postings at Kainos, followed by Scikit-learn (17%), TensorFlow (17%), XGBoost (12%).

PyTorch 7 17% required in 100% · 5 open now · since Jun 2026
Scikit-learn 7 17% required in 100% · 5 open now · since Jun 2026
TensorFlow 7 17% required in 100% · 5 open now · since Jun 2026
XGBoost 5 12% required in 100% · 3 open now · since Jun 2026
Cucumber 2 5% required in 100% · 2 open now · since Sep 2026
Cypress 2 5% required in 100% · 2 open now · since Sep 2026
JUnit 2 5% required in 100% · 2 open now · since Sep 2026
React.js 2 5% required in 100% · 2 open now · since Jul 2026
Show all (15)
Selenium2
TestNG2
Transformers2
D3.js1
Plotly1
Streamlit1
Metasploit1

What databases does Kainos use?

DynamoDB is named in 5% of job postings at Kainos, followed by MySQL (5%), PostgreSQL (5%).

DynamoDB 2 5% optional · 2 open now · since Aug 2026
MySQL 2 5% optional · 2 open now · since Aug 2026
PostgreSQL 2 5% optional · 2 open now · since Aug 2026

What cloud and platforms does Kainos use?

AWS is named in 66% of job postings at Kainos, followed by Azure (59%), GCP (20%), Kubernetes (17%).

AWS 27 66% required in 85% · 23 open now · since Apr 2026
Azure 24 59% required in 75% · 22 open now · since Apr 2026
GCP 8 20% required in 100% · 8 open now · since May 2026
Kubernetes 7 17% required in 71% · 7 open now · since Jun 2026
Databricks 6 15% required in 83% · 6 open now · since May 2026
OpenAI 3 7% required in 100% · 3 open now · since Aug 2026
Hugging Face 2 5% required in 100% · 2 open now · since Aug 2026
TeamCity 2 5% required in 100% · 2 open now · since Sep 2026
Show all (19)
Apache Kafka2
Azure DevOps2
Amazon SageMaker1
Figma1
Linux1
Vertex AI1
Windows1
Burp Suite1
DLP1
Kali Linux1
Power BI1

What developer tools does Kainos use?

Docker is named in 15% of job postings at Kainos, followed by Jenkins (5%), Microsoft Excel (5%), Rest API (5%).

Docker 6 15% required in 83% · 6 open now · since Jun 2026
Jenkins 2 5% required in 100% · 2 open now · since Sep 2026
Microsoft Excel 2 5% required in 100% · 2 open now · since Sep 2026
Rest API 2 5% optional · 2 open now · since Jul 2026
Adobe XD 1 2% required in 100% · since Sep 2026
Ansible 1 2% required in 100% · 1 open now · since Aug 2026
Sketch 1 2% required in 100% · since Sep 2026
Terraform 1 2% required in 100% · 1 open now · since Aug 2026
Show all (11)
Copilot1
Nessus1
Nmap1

What AI and ML technologies does Kainos use?

Claude is named in 12% of job postings at Kainos, followed by Llama (12%).

Claude 5 12% required in 100% · 3 open now · since Jun 2026
Llama 5 12% required in 100% · 3 open now · since Jun 2026

Which engineering practices does Kainos ask for?

CI/CD is named in 59% of job postings at Kainos, followed by Machine Learning (22%), AI Agents (17%), RAG (15%).

CI/CD 24 59% required in 92% · 21 open now · since Apr 2026
Machine Learning 9 22% required in 100% · 7 open now · since Jun 2026
AI Agents 7 17% required in 86% · 5 open now · since Jul 2026
RAG 6 15% required in 100% · 4 open now · since Jun 2026
ISO 42001 5 12% required in 100% · 3 open now · since Jun 2026
Knowledge Distillation 5 12% required in 100% · 3 open now · since Jun 2026
Knowledge Graph 5 12% required in 100% · 3 open now · since Jun 2026
Model Distillation 5 12% required in 100% · 3 open now · since Jun 2026
Show all (26)
Multimodal AI5
AIOps4
Configuration Management4
ETL/ELT4
Fine-tuning4
Prompt Engineering3
PKI3
TCP/IP2
Time Series Forecasting2
Agentic Workflows1
Anomaly Detection1
Function Calling1
Reinforcement Learning1
SLI/SLO/SLA1
EU AI Act1
Master Data Management1
NLP1
Platform Engineering1

What does each Kainos team work with?

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

Data Science

8 postings
AWS8
Python8
Azure6
GCP6
Databricks4
Java4

Solutions

5 postings
Azure3
Python3
AWS2

DevOps

5 postings
AWS5
PowerShell3
Python3
Ruby3
Azure2

AI/ML

4 postings
AWS3
Azure3
Claude3
Docker3
Kubernetes3
Llama3

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How is the Kainos 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
CucumberSep 2026
CypressSep 2026
JUnitSep 2026
JenkinsSep 2026
SeleniumSep 2026
TeamCitySep 2026
TestNGSep 2026
Microsoft ExcelSep 2026

How modern is the Kainos stack?

Cutting-edge AI adopter 80/100

Kainos scores 80 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.

Questions about the Kainos tech stack

What programming languages does Kainos use?

The languages named in Kainos job postings are Python (44%), Java (20%), SQL (12%), Scala (12%), PowerShell (10%), as a share of the 41 postings of the last 12 months.

Does Kainos use PyTorch?

Yes. PyTorch is named in 7 of 41 job postings (17%) and required in 7 of them.

What cloud and platforms does Kainos use?

The cloud and platforms named in Kainos job postings are AWS (27), Azure (24), GCP (8) (postings in brackets).

What skills do you need for a Data Science job at Kainos?

Data Science postings at Kainos most often require AWS (8), Python (8), Azure (6), GCP (6), out of 8 postings in the last 12 months.

Is the Kainos tech stack changing?

Yes. Cucumber, Cypress, JUnit, Jenkins first appeared in Kainos job postings in the last six months.

How modern is the Kainos tech stack?

Kainos scores 80 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 Kainos tech stack?

Alion reads every job posting Kainos publishes and tags the technologies each one names. The figures on this page count the 41 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, "Kainos tech stack: 85 technologies from 41 job postings", as of Sep 30, 2026. https://alion.io/company/kainos/technologies

Licence: CC BY-SA 4.0JSON