Texas A&M University System tech stack
Texas A&M University System builds mostly with Python, PHP, SQL, C++. Its stack also includes Power BI, Windows, ROS2, Oracle. Python is named in 67 of the 260 job postings Texas A&M University System published in the last 12 months (26%). Counted by Alion from the job postings of Texas A&M University System, updated Nov 10, 2026.
What programming languages does Texas A&M University System use?
Python is named in 26% of job postings at Texas A&M University System, followed by PHP (12%), SQL (7%), C++ (6%).
C++ 
SAS 
Stata 
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What frameworks and libraries does Texas A&M University System use?
ROS2 is named in 3% of job postings at Texas A&M University System, followed by ROS (2%), TensorFlow (2%), PyTorch (1%).
ROS2
8 3%
ROS
4 2%
TensorFlow
4 2%
PyTorch
3 1%
ASP.NET Core
3 1%
Matplotlib
2 1%
Scikit-learn
2 1%
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What databases does Texas A&M University System use?
Oracle is named in 2% of job postings at Texas A&M University System, followed by MS SQL (1%), Amazon Redshift (<1%), Snowflake (<1%).
What cloud and platforms does Texas A&M University System use?
Power BI is named in 9% of job postings at Texas A&M University System, followed by Windows (8%), Tableau (6%), Linux (5%).
Power BI
23 9%
Tableau
15 6%
GitHub
4 2%
Azure
3 1%
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What developer tools does Texas A&M University System use?
Microsoft Excel is named in 11% of job postings at Texas A&M University System, followed by Canva (5%), WordPress (5%), Adobe Photoshop (4%).
Canva
12 5%
WordPress
12 5%
Adobe Photoshop
10 4%
Git
9 3%
Rest API
5 2%
AutoCAD
5 2%
SLURM
3 1%
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What AI and ML technologies does Texas A&M University System use?
LLM is named in 2% of job postings at Texas A&M University System.
LLM
4 2%
Which engineering practices does Texas A&M University System ask for?
Machine Learning is named in 13% of job postings at Texas A&M University System, followed by Incident Management (3%), Digital Twin (3%), AI Agents (3%).
Incident Management
9 3%
AI Agents
8 3%
Computer Vision
8 3%
Show all (48)
And 8 more, each named in fewer postings.
What does each Texas A&M University System team work with?
The technologies each team's postings require most often, with the number of postings that require them.
Science & Research
77 postingsAdministrative
22 postingsAI/ML
22 postingsFinance
12 postingsHow does your stack fit Texas A&M University System?
How much does Texas A&M University System pay by technology?
Median stated pay of the postings that name each technology, against the median of all Texas A&M University System postings with stated pay: $55k across 71 postings.
| Technology | Postings with pay | Median | vs company median |
|---|---|---|---|
| Python | 20 | $60k | +9% |
| Windows | 15 | $48k | −13% |
| Linux | 8 | $77k | +41% |
| PHP | 5 | $51k | −6% |
How is the Texas A&M University System 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 Texas A&M University System stack?
Texas A&M University System scores 67 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: 1; legacy ones: 1.
How common is the Texas A&M University System stack in its industry?
Share of the 1,395 companies in the same industries, whose stack Alion knows, that use each technology.
What sets Texas A&M University System apart
Companies with a stack like Texas A&M University System
Mass General Brigham
84 shared technologies
University of Washington
97 shared technologies
The University of Texas at Austin
113 shared technologies
Pennsylvania State University
107 shared technologies
University of Maryland
95 shared technologies
ExxonMobil
84 shared technologies
Gilead Sciences
90 shared technologies
Eurofins Scientific
112 shared technologies
Questions about the Texas A&M University System tech stack
What programming languages does Texas A&M University System use?
The languages named in Texas A&M University System job postings are Python (26%), PHP (12%), SQL (7%), C++ (6%), MATLAB (5%), as a share of the 260 postings of the last 12 months.
Does Texas A&M University System use ROS2?
Yes. ROS2 is named in 8 of 260 job postings (3%) and required in 6 of them.
What cloud and platforms does Texas A&M University System use?
The cloud and platforms named in Texas A&M University System job postings are Power BI (23), Windows (20), Tableau (15) (postings in brackets).
What skills do you need for a Science & Research job at Texas A&M University System?
Science & Research postings at Texas A&M University System most often require Python (13), Stata (4), SAS (3), SPSS (2), out of 77 postings in the last 12 months.
Is the Texas A&M University System tech stack changing?
Yes. Next-Generation Sequencing, qPCR, Flow Cytometry, GCP first appeared in Texas A&M University System job postings in the last six months.
How modern is the Texas A&M University System tech stack?
Texas A&M University System scores 67 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: 1; legacy ones: 1.
How does Alion know the Texas A&M University System tech stack?
Alion reads every job posting Texas A&M University System publishes and tags the technologies each one names. The figures on this page count the 260 postings of the last 12 months and were updated on Nov 10, 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, "Texas A&M University System tech stack: 161 technologies from 260 job postings", as of Nov 10, 2026. https://alion.io/company/tamus/technologies