page - Matrix tech stack
page - Matrix builds mostly with Python, SQL, Java, Scala. Its stack also includes Azure, Kubernetes, Pandas, Snowflake. Python is named in 9 of the 21 job postings page - Matrix published in the last 12 months (43%). Counted by Alion from the job postings of page - Matrix, updated Oct 14, 2026.
What programming languages does page - Matrix use?
Python is named in 43% of job postings at page - Matrix, followed by SQL (33%), Java (24%), Scala (10%).
SAS 
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What frameworks and libraries does page - Matrix use?
Pandas is named in 10% of job postings at page - Matrix, followed by Hadoop (5%), LightGBM (5%), NumPy (5%).
Pandas
2 10%
Hadoop
1 5%
LightGBM
1 5%
NumPy
1 5%
SciPy
1 5%
Scikit-learn
1 5%
XGBoost
1 5%
Spring Boot
1 5%
Show all (9)
What databases does page - Matrix use?
Snowflake is named in 5% of job postings at page - Matrix, followed by Trino (5%), ElasticSearch (5%).
What cloud and platforms does page - Matrix use?
Azure is named in 19% of job postings at page - Matrix, followed by Kubernetes (19%), Apache Kafka (14%), AWS (14%).
Azure
4 19%
Kubernetes
4 19%
Apache Kafka
3 14%
AWS
3 14%
Databricks
3 14%
GitHub
3 14%
Spark
3 14%
GCP
2 10%
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What developer tools does page - Matrix use?
Git is named in 19% of job postings at page - Matrix, followed by pySpark (14%), Docker (14%), Jenkins (10%).
Git
4 19%
pySpark
3 14%
Docker
3 14%
Jenkins
2 10%
Rest API
2 10%
Ansible
1 5%
Claude Code
1 5%
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What AI and ML technologies does page - Matrix use?
LLM is named in 5% of job postings at page - Matrix.
LLM
1 5%
Which engineering practices does page - Matrix ask for?
Machine Learning is named in 48% of job postings at page - Matrix, followed by CI/CD (19%), AI Agents (10%), ETL/ELT (10%).
CI/CD
4 19%
AI Agents
2 10%
Prompt Engineering
2 10%
Function Calling
1 5%
RAG
1 5%
Show all (15)
What does each page - Matrix team work with?
The technologies each team's postings require most often, with the number of postings that require them.
Data Science
4 postingsAnalytics
3 postingsHow does your stack fit page - Matrix?
How modern is the page - Matrix stack?
page - Matrix scores 78 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: 1; legacy ones: 0.
How common is the page - Matrix stack in its industry?
Share of the 2,372 companies in the same industries, whose stack Alion knows, that use each technology.
Companies with a stack like page - Matrix
LexisNexis Risk Solutions
57 shared technologies
PointClickCare
58 shared technologies
Accenture Greece
59 shared technologies
Straive
57 shared technologies
Blend360
62 shared technologies
3Pillar Global
60 shared technologies
Elsevier
56 shared technologies
Huntington Bancshares
59 shared technologies
Questions about the page - Matrix tech stack
What programming languages does page - Matrix use?
The languages named in page - Matrix job postings are Python (43%), SQL (33%), Java (24%), Scala (10%), C# (10%), as a share of the 21 postings of the last 12 months.
Does page - Matrix use Pandas?
Yes. Pandas is named in 2 of 21 job postings (10%) and required in 2 of them.
What cloud and platforms does page - Matrix use?
The cloud and platforms named in page - Matrix job postings are Azure (4), Kubernetes (4), Apache Kafka (3) (postings in brackets).
What skills do you need for a Data Science job at page - Matrix?
Data Science postings at page - Matrix most often require Python (3), pySpark (3), Pandas (2), SQL (2), out of 4 postings in the last 12 months.
Is the page - Matrix tech stack changing?
No new technology has appeared in page - Matrix job postings in the last six months.
How modern is the page - Matrix tech stack?
page - Matrix scores 78 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: 1; legacy ones: 0.
How does Alion know the page - Matrix tech stack?
Alion reads every job posting page - Matrix publishes and tags the technologies each one names. The figures on this page count the 21 postings of the last 12 months and were updated on Oct 14, 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, "page - Matrix tech stack: 73 technologies from 21 job postings", as of Oct 14, 2026. https://alion.io/company/matrix-ifs/technologies