DemandMatrix tech stack
DemandMatrix builds mostly with Python, SQL, Bash. Its stack also includes AWS, GCP, ElasticSearch, HBase. Python is named in 4 of the 5 job postings DemandMatrix published in the last 12 months (80%). Counted by Alion from the job postings of DemandMatrix, updated Oct 29, 2026.
What programming languages does DemandMatrix use?
Python is named in 80% of job postings at DemandMatrix, followed by SQL (40%), Bash (20%).
What frameworks and libraries does DemandMatrix use?
Hadoop is named in 20% of job postings at DemandMatrix, followed by NumPy (20%), Plotly (20%), Scikit-learn (20%).
What databases does DemandMatrix use?
ElasticSearch is named in 60% of job postings at DemandMatrix, followed by HBase (20%), Neo4j (20%), PostgreSQL (20%).
What cloud and platforms does DemandMatrix use?
AWS is named in 80% of job postings at DemandMatrix, followed by GCP (60%), Kubernetes (40%), Amazon SageMaker (20%).
AWS
4 80%
GCP
3 60%
Kubernetes
2 40%
Azure
1 20%
Spark
1 20%
Show all (12)
What developer tools does DemandMatrix use?
Chef is named in 20% of job postings at DemandMatrix, followed by Terraform (20%), Docker (20%), Jupyter Notebook (20%).
Which engineering practices does DemandMatrix ask for?
Machine Learning is named in 80% of job postings at DemandMatrix, followed by CI/CD (40%), Configuration Management (20%), NLP (20%).
CI/CD
2 40%
Configuration Management
1 20%
NLP
1 20%
How does your stack fit DemandMatrix?
How modern is the DemandMatrix stack?
DemandMatrix scores 71 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 DemandMatrix stack in its industry?
Share of the 181 companies in the same industries, whose stack Alion knows, that use each technology.
Companies with a stack like DemandMatrix
Questions about the DemandMatrix tech stack
What programming languages does DemandMatrix use?
The languages named in DemandMatrix job postings are Python (80%), SQL (40%), Bash (20%), as a share of the 5 postings of the last 12 months.
Does DemandMatrix use AWS?
Yes. AWS is named in 4 of 5 job postings (80%) and required in 4 of them.
What cloud and platforms does DemandMatrix use?
The cloud and platforms named in DemandMatrix job postings are AWS (4), GCP (3), Kubernetes (2) (postings in brackets).
Is the DemandMatrix tech stack changing?
No new technology has appeared in DemandMatrix job postings in the last six months.
How modern is the DemandMatrix tech stack?
DemandMatrix scores 71 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 DemandMatrix tech stack?
Alion reads every job posting DemandMatrix 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 29, 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, "DemandMatrix tech stack: 34 technologies from 5 job postings", as of Oct 29, 2026. https://alion.io/company/demandmatrix/technologies