McGill University tech stack
McGill University builds mostly with Python, MATLAB, SQL, C++. Its stack also includes Linux, Power BI, MySQL, PostgreSQL. Python is named in 38 of the 127 job postings McGill University published in the last 12 months (30%). Counted by Alion from the job postings of McGill University, updated Nov 11, 2026.
What programming languages does McGill University use?
Python is named in 30% of job postings at McGill University, followed by MATLAB (13%), SQL (5%), C++ (4%).
C++ 
SPSS 
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What frameworks and libraries does McGill University use?
PyTorch is named in 2% of job postings at McGill University, followed by Django (1%), FastAPI (1%), Flask (1%).
PyTorch
2 2%
Django
1 1%
FastAPI
1 1%
Flask
1 1%
NumPy
1 1%
React.js
1 1%
Ruby on Rails
1 1%
Scikit-learn
1 1%
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What databases does McGill University use?
MySQL is named in 2% of job postings at McGill University, followed by PostgreSQL (2%).
MySQL
2 2%
PostgreSQL
2 2%
What cloud and platforms does McGill University use?
Linux is named in 6% of job postings at McGill University, followed by Power BI (4%), Windows (4%), GCP (2%).
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What developer tools does McGill University use?
Microsoft Excel is named in 9% of job postings at McGill University, followed by Canva (6%), Adobe Photoshop (4%), Drupal (2%).
Canva
7 6%
Adobe Photoshop
5 4%
Drupal
3 2%
Git
3 2%
AutoCAD
2 2%
Docker
2 2%
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What AI and ML technologies does McGill University use?
LLM is named in 2% of job postings at McGill University, followed by ChatGPT (1%), Claude (1%).
Which engineering practices does McGill University ask for?
Machine Learning is named in 17% of job postings at McGill University, followed by VPN (15%), AI Agents (3%), Cell Culture (2%).
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What does each McGill University team work with?
The technologies each team's postings require most often, with the number of postings that require them.
Education
54 postingsScience & Research
24 postingsAdministrative
10 postingsAnalytics
4 postingsHow does your stack fit McGill University?
How much does McGill University pay by technology?
Median stated pay of the postings that name each technology, against the median of all McGill University postings with stated pay: $54k across 37 postings.
| Technology | Postings with pay | Median | vs company median |
|---|---|---|---|
| Python | 11 | $65k | +19% |
| SQL | 5 | $66k | +22% |
| Power BI | 5 | $65k | +21% |
| Linux | 5 | $54k | 0% |
How is the McGill University 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.
How modern is the McGill University stack?
McGill University scores 82 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: 3; legacy ones: 0.
How common is the McGill University stack in its industry?
Share of the 1,395 companies in the same industries, whose stack Alion knows, that use each technology.
Companies with a stack like McGill University
University of Maryland
81 shared technologies
Pennsylvania State University
89 shared technologies
Seagate Technology
74 shared technologies
The University of Texas at Austin
88 shared technologies
Lawrence Livermore National Laboratory
75 shared technologies
Volkswagen
69 shared technologies
AUMOVIO
68 shared technologies
University of Washington
74 shared technologies
Questions about the McGill University tech stack
What programming languages does McGill University use?
The languages named in McGill University job postings are Python (30%), MATLAB (13%), SQL (5%), C++ (4%), SPSS (4%), as a share of the 127 postings of the last 12 months.
Does McGill University use PyTorch?
Yes. PyTorch is named in 2 of 127 job postings (2%) and required in 2 of them.
What cloud and platforms does McGill University use?
The cloud and platforms named in McGill University job postings are Linux (7), Power BI (5), Windows (5) (postings in brackets).
What skills do you need for a Education job at McGill University?
Education postings at McGill University most often require Python (8), MATLAB (6), Linux (3), AutoCAD (2), out of 54 postings in the last 12 months.
Is the McGill University tech stack changing?
Yes. Autonomous Navigation, Fortran, Cell Culture, PyTorch first appeared in McGill University job postings in the last six months.
How modern is the McGill University tech stack?
McGill University scores 82 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: 3; legacy ones: 0.
How does Alion know the McGill University tech stack?
Alion reads every job posting McGill University publishes and tags the technologies each one names. The figures on this page count the 127 postings of the last 12 months and were updated on Nov 11, 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, "McGill University tech stack: 111 technologies from 127 job postings", as of Nov 11, 2026. https://alion.io/company/mcgill/technologies