NCL tech stack
NCL builds mostly with Python, SAS, SQL, Stata. Its stack also includes Azure, Figma, MariaDB, MySQL. Python is named in 3 of the 10 job postings NCL published in the last 12 months (30%). Counted by Alion from the job postings of NCL, updated Sep 29, 2026.
What programming languages does NCL use?
Python is named in 30% of job postings at NCL, followed by SAS (10%), SQL (10%), Stata (10%).
SAS 
Stata 
What databases does NCL use?
MariaDB is named in 10% of job postings at NCL, followed by MySQL (10%).
What cloud and platforms does NCL use?
Azure is named in 10% of job postings at NCL, followed by Figma (10%), Linux (10%), Unix (10%).
Which engineering practices does NCL ask for?
Digital Twin is named in 10% of job postings at NCL, followed by Edge AI (10%), Incident Management (10%), Knowledge Graph (10%).
Incident Management
1 10%
Time Series Forecasting
1 10%
How does your stack fit NCL?
How modern is the NCL stack?
NCL scores 60 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 NCL stack in its industry?
Share of the 1,672 companies in the same industries, whose stack Alion knows, that use each technology.
Companies with a stack like NCL
Lennox
15 shared technologies
Vertex Pharmaceuticals
15 shared technologies
University of Wisconsin
13 shared technologies
Astreya
15 shared technologies
Prometeia
13 shared technologies
Mass General Brigham
15 shared technologies
Yokogawa Electric Corporation
15 shared technologies
AIG
15 shared technologies
Questions about the NCL tech stack
What programming languages does NCL use?
The languages named in NCL job postings are Python (30%), SAS (10%), SQL (10%), Stata (10%), MATLAB (10%), as a share of the 10 postings of the last 12 months.
What cloud and platforms does NCL use?
The cloud and platforms named in NCL job postings are Azure (1), Figma (1), Linux (1) (postings in brackets).
Is the NCL tech stack changing?
No new technology has appeared in NCL job postings in the last six months.
How modern is the NCL tech stack?
NCL scores 60 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 NCL tech stack?
Alion reads every job posting NCL publishes and tags the technologies each one names. The figures on this page count the 10 postings of the last 12 months and were updated on Sep 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, "NCL tech stack: 20 technologies from 10 job postings", as of Sep 29, 2026. https://alion.io/company/ncl/technologies