Numerator tech stack
Numerator builds mostly with Python, Bash, PowerShell, SQL. Its stack also includes Azure, AWS, MS SQL, MySQL. Python is named in 3 of the 3 job postings Numerator published in the last 12 months (100%). Counted by Alion from the job postings of Numerator, updated Oct 30, 2026.
What programming languages does Numerator use?
Python is named in 100% of job postings at Numerator, followed by Bash (33%), PowerShell (33%), SQL (33%).
What databases does Numerator use?
MS SQL is named in 33% of job postings at Numerator, followed by MySQL (33%), Oracle (33%), PostgreSQL (33%).
What cloud and platforms does Numerator use?
Azure is named in 67% of job postings at Numerator, followed by AWS (33%), Databricks (33%), GCP (33%).
Azure
2 67%
AWS
1 33%
Databricks
1 33%
GCP
1 33%
Windows Server
1 33%
Spark
1 33%
What developer tools does Numerator use?
Rest API is named in 33% of job postings at Numerator, followed by Wireshark (33%), pySpark (33%).
Which engineering practices does Numerator ask for?
DHCP is named in 33% of job postings at Numerator, followed by Incident Management (33%), Machine Learning (33%), TCP/IP (33%).
How does your stack fit Numerator?
How modern is the Numerator stack?
Numerator 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: 0; legacy ones: 0.
How common is the Numerator stack in its industry?
Share of the 543 companies in the same industries, whose stack Alion knows, that use each technology.
Companies with a stack like Numerator
Questions about the Numerator tech stack
What programming languages does Numerator use?
The languages named in Numerator job postings are Python (100%), Bash (33%), PowerShell (33%), SQL (33%), as a share of the 3 postings of the last 12 months.
Does Numerator use Azure?
Yes. Azure is named in 2 of 3 job postings (67%) and required in 2 of them.
What cloud and platforms does Numerator use?
The cloud and platforms named in Numerator job postings are Azure (2), AWS (1), Databricks (1) (postings in brackets).
Is the Numerator tech stack changing?
No new technology has appeared in Numerator job postings in the last six months.
How modern is the Numerator tech stack?
Numerator 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: 0; legacy ones: 0.
How does Alion know the Numerator tech stack?
Alion reads every job posting Numerator publishes and tags the technologies each one names. The figures on this page count the 3 postings of the last 12 months and were updated on Oct 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, "Numerator tech stack: 23 technologies from 3 job postings", as of Oct 30, 2026. https://alion.io/company/numerator/technologies