University of Miami tech stack
University of Miami builds mostly with Python, SQL, MATLAB, SPSS. Its stack also includes Power BI, GCP, Instructor, Oracle. Python is named in 25 of the 172 job postings University of Miami published in the last 12 months (15%). Counted by Alion from the job postings of University of Miami, updated Nov 6, 2026.
What programming languages does University of Miami use?
Python is named in 15% of job postings at University of Miami, followed by SQL (6%), MATLAB (5%), SPSS (4%).
SPSS 
SAS 
Stata 
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What frameworks and libraries does University of Miami use?
Instructor is named in 2% of job postings at University of Miami, followed by Triton (1%), Angular (1%), React.js (1%).
Instructor
4 2%
Angular
2 1%
React.js
2 1%
D3.js
1 1%
Express
1 1%
JQuery
1 1%
Jest
1 1%
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What databases does University of Miami use?
Oracle is named in 2% of job postings at University of Miami, followed by MySQL (1%), MS SQL (1%).
What cloud and platforms does University of Miami use?
Power BI is named in 6% of job postings at University of Miami, followed by GCP (5%), Linux (3%), Azure (3%).
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What developer tools does University of Miami use?
Microsoft Excel is named in 10% of job postings at University of Miami, followed by Git (3%), GraphPad Prism (3%), Rest API (3%).
Git
6 3%
Rest API
5 3%
Docker
3 2%
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What AI and ML technologies does University of Miami use?
LLM is named in 1% of job postings at University of Miami, followed by ChatGPT (1%), Gemini (1%).
Which engineering practices does University of Miami ask for?
Flow Cytometry is named in 12% of job postings at University of Miami, followed by Cell Culture (12%), Machine Learning (10%), PCR (10%).
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What does each University of Miami team work with?
The technologies each team's postings require most often, with the number of postings that require them.
Science & Research
65 postingsEducation
33 postingsFinance
8 postingsHow does your stack fit University of Miami?
How is the University of Miami 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 University of Miami stack?
University of Miami scores 79 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 University of Miami stack in its industry?
Share of the 1,395 companies in the same industries, whose stack Alion knows, that use each technology.
What sets University of Miami apart
Companies with a stack like University of Miami
Washington University in St. Louis
65 shared technologies
Mass General Brigham
69 shared technologies
Ohio State University
63 shared technologies
Axle
61 shared technologies
Moderna
66 shared technologies
Novo Nordisk
63 shared technologies
Gilead Sciences
68 shared technologies
Merck Group
79 shared technologies
Questions about the University of Miami tech stack
What programming languages does University of Miami use?
The languages named in University of Miami job postings are Python (15%), SQL (6%), MATLAB (5%), SPSS (4%), JavaScript (3%), as a share of the 172 postings of the last 12 months.
Does University of Miami use Instructor?
Yes. Instructor is named in 4 of 172 job postings (2%) and required in 4 of them.
What cloud and platforms does University of Miami use?
The cloud and platforms named in University of Miami job postings are Power BI (11), GCP (9), Linux (6) (postings in brackets).
What skills do you need for a Science & Research job at University of Miami?
Science & Research postings at University of Miami most often require Python (10), GraphPad Prism (5), GCP (4), Linux (4), out of 65 postings in the last 12 months.
Is the University of Miami tech stack changing?
Yes. Unix, Adobe Photoshop, Bioconductor, R first appeared in University of Miami job postings in the last six months.
How modern is the University of Miami tech stack?
University of Miami scores 79 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 University of Miami tech stack?
Alion reads every job posting University of Miami publishes and tags the technologies each one names. The figures on this page count the 172 postings of the last 12 months and were updated on Nov 6, 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, "University of Miami tech stack: 112 technologies from 172 job postings", as of Nov 6, 2026. https://alion.io/company/miami/technologies