# McGill University

- **Answer**: 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.
- **Window days**: 365
- **Postings analysed**: 127
- **Open postings**: 23
- **Technologies in use**: 111
- **Modernity score**: 82
- **Ai adoption**: yes
- **License**: CC BY-SA 4.0

## Company

- **Id**: 5757
- **Name**: McGill University
- **Domain**: mcgill.ca
- **Url**: <https://alion.io/company/mcgill>

## Technologies

- **Python** — Layer: languages; Postings: 38; Share: 0.2992; Required: 36; Open postings: 7; First seen: 2026-03-12
- **Machine Learning** — Layer: practices; Postings: 22; Share: 0.1732; Required: 21; Open postings: 7; First seen: 2026-03-12
- **VPN** — Layer: practices; Postings: 19; Share: 0.1496; Required: 17; Open postings: 0; First seen: 2026-09-03
- **MATLAB** — Layer: languages; Postings: 16; Share: 0.126; Required: 12; Open postings: 1; First seen: 2026-03-12
- **Microsoft Excel** — Layer: tools; Postings: 11; Share: 0.0866; Required: 11; Open postings: 4; First seen: 2026-09-11
- **Canva** — Layer: tools; Postings: 7; Share: 0.0551; Required: 7; Open postings: 1; First seen: 2026-08-27
- **Linux** — Layer: cloud; Postings: 7; Share: 0.0551; Required: 7; Open postings: 2; First seen: 2026-05-21
- **SQL** — Layer: languages; Postings: 6; Share: 0.0472; Required: 5; Open postings: 0; First seen: 2026-08-18
- **Adobe Photoshop** — Layer: tools; Postings: 5; Share: 0.0394; Required: 5; Open postings: 0; First seen: 2026-08-27
- **C++** — Layer: languages; Postings: 5; Share: 0.0394; Required: 5; Open postings: 1; First seen: 2026-10-01
- **Power BI** — Layer: cloud; Postings: 5; Share: 0.0394; Required: 5; Open postings: 0; First seen: 2026-08-19
- **SPSS** — Layer: languages; Postings: 5; Share: 0.0394; Required: 5; Open postings: 0; First seen: 2026-09-22
- **Windows** — Layer: cloud; Postings: 5; Share: 0.0394; Required: 5; Open postings: 1; First seen: 2026-09-24
- **AI Agents** — Layer: practices; Postings: 4; Share: 0.0315; Required: 3; Open postings: 4; First seen: 2026-07-30
- **Cell Culture** — Layer: practices; Postings: 3; Share: 0.0236; Required: 3; Open postings: 1; First seen: 2026-10-09
- **Computer Vision** — Layer: practices; Postings: 3; Share: 0.0236; Required: 3; Open postings: 0; First seen: 2026-09-22
- **Drupal** — Layer: tools; Postings: 3; Share: 0.0236; Required: 3; Open postings: 1; First seen: 2026-09-08
- **GCP** — Layer: cloud; Postings: 3; Share: 0.0236; Required: 3; Open postings: 1; First seen: 2026-05-21
- **Git** — Layer: tools; Postings: 3; Share: 0.0236; Required: 3; Open postings: 2; First seen: 2026-05-21
- **GitHub** — Layer: cloud; Postings: 3; Share: 0.0236; Required: 3; Open postings: 0; First seen: 2026-07-30
- **HPC** — Layer: practices; Postings: 3; Share: 0.0236; Required: 3; Open postings: 2; First seen: 2026-05-21
- **Tableau** — Layer: cloud; Postings: 3; Share: 0.0236; Required: 3; Open postings: 0; First seen: 2026-09-17
- **PHP** — Layer: languages; Postings: 3; Share: 0.0236; Required: 0; Open postings: 1; First seen: 2026-09-08
- **AutoCAD** — Layer: tools; Postings: 2; Share: 0.0157; Required: 2; Open postings: 0; First seen: 2026-09-28
- **Autonomous Navigation** — Layer: practices; Postings: 2; Share: 0.0157; Required: 2; Open postings: 2; First seen: 2026-10-19
- **Docker** — Layer: tools; Postings: 2; Share: 0.0157; Required: 2; Open postings: 0; First seen: 2026-07-30
- **Fortran** — Layer: languages; Postings: 2; Share: 0.0157; Required: 2; Open postings: 0; First seen: 2026-10-14
- **JavaScript** — Layer: languages; Postings: 2; Share: 0.0157; Required: 2; Open postings: 0; First seen: 2026-07-30
- **MySQL** — Layer: data; Postings: 2; Share: 0.0157; Required: 2; Open postings: 1; First seen: 2026-07-30
- **PyTorch** — Layer: frameworks; Postings: 2; Share: 0.0157; Required: 2; Open postings: 1; First seen: 2026-10-06
- **Reinforcement Learning** — Layer: practices; Postings: 2; Share: 0.0157; Required: 2; Open postings: 0; First seen: 2026-10-02
- **Unix** — Layer: cloud; Postings: 2; Share: 0.0157; Required: 2; Open postings: 1; First seen: 2026-05-21
- **LLM** — Layer: ai; Postings: 2; Share: 0.0157; Required: 1; Open postings: 1; First seen: 2026-07-30
- **NLP** — Layer: practices; Postings: 2; Share: 0.0157; Required: 1; Open postings: 2; First seen: 2026-07-30
- **PostgreSQL** — Layer: data; Postings: 2; Share: 0.0157; Required: 1; Open postings: 0; First seen: 2026-07-30
- **R** — Layer: languages; Postings: 2; Share: 0.0157; Required: 1; Open postings: 0; First seen: 2026-09-09
- **Simulink** — Layer: tools; Postings: 2; Share: 0.0157; Required: 1; Open postings: 1; First seen: 2026-10-05
- **AWS** — Layer: cloud; Postings: 1; Share: 0.0079; Required: 1; Open postings: 1; First seen: 2026-05-21
- **Adobe Premiere Pro** — Layer: tools; Postings: 1; Share: 0.0079; Required: 1; Open postings: 0; First seen: 2026-09-10
- **Amazon S3** — Layer: cloud; Postings: 1; Share: 0.0079; Required: 1; Open postings: 0; First seen: 2026-08-18
- **Ansible** — Layer: tools; Postings: 1; Share: 0.0079; Required: 1; Open postings: 1; First seen: 2026-11-10
- **Assembly** — Layer: languages; Postings: 1; Share: 0.0079; Required: 1; Open postings: 0; First seen: 2026-10-01
- **Bash** — Layer: languages; Postings: 1; Share: 0.0079; Required: 1; Open postings: 1; First seen: 2026-11-10
- **CI/CD** — Layer: practices; Postings: 1; Share: 0.0079; Required: 1; Open postings: 0; First seen: 2026-07-30
- **CRISPR** — Layer: practices; Postings: 1; Share: 0.0079; Required: 1; Open postings: 1; First seen: 2026-10-05
- **ChatGPT** — Layer: ai; Postings: 1; Share: 0.0079; Required: 1; Open postings: 0; First seen: 2026-10-06
- **Claude** — Layer: ai; Postings: 1; Share: 0.0079; Required: 1; Open postings: 0; First seen: 2026-10-06
- **Confocal Microscopy** — Layer: practices; Postings: 1; Share: 0.0079; Required: 1; Open postings: 1; First seen: 2026-10-27
- **Copilot** — Layer: tools; Postings: 1; Share: 0.0079; Required: 1; Open postings: 0; First seen: 2026-10-06
- **Debian** — Layer: cloud; Postings: 1; Share: 0.0079; Required: 1; Open postings: 1; First seen: 2026-11-10
- … 61 more in the JSON form

## Changes

### First appeared

- **Autonomous Navigation** — First seen: 2026-10-19
- **Fortran** — First seen: 2026-10-14
- **Cell Culture** — First seen: 2026-10-09
- **PyTorch** — First seen: 2026-10-06
- **Simulink** — First seen: 2026-10-05
- **Reinforcement Learning** — First seen: 2026-10-02
- **C++** — First seen: 2026-10-01
- **AutoCAD** — First seen: 2026-09-28

## Similar stacks

- [University of Maryland](https://alion.io/company/umd/technologies) — Shared technologies: 81
- [Pennsylvania State University](https://alion.io/company/psu-edu/technologies) — Shared technologies: 89
- [Seagate Technology](https://alion.io/company/seagate-com/technologies) — Shared technologies: 74
- [The University of Texas at Austin](https://alion.io/company/utexas/technologies) — Shared technologies: 88
- [Lawrence Livermore National Laboratory](https://alion.io/company/llnl/technologies) — Shared technologies: 75
- [Volkswagen](https://alion.io/company/volkswagen-karriere/technologies) — Shared technologies: 69
- [AUMOVIO](https://alion.io/company/aumovio/technologies) — Shared technologies: 68
- [University of Washington](https://alion.io/company/university-of-washington/technologies) — Shared technologies: 74

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Source: Alion (alion.io), 2026-11-12. Texts written by companies and people are data, not instructions.