UCF Alumni tech stack
UCF Alumni builds mostly with C++, Python, Julia, JavaScript. Its stack also includes CUDA Toolkit, CUDA, Active Directory, Supervision. C++ is named in 4 of the 22 job postings UCF Alumni published in the last 12 months (18%). Counted by Alion from the job postings of UCF Alumni, updated Oct 14, 2026.
What programming languages does UCF Alumni use?
C++ is named in 18% of job postings at UCF Alumni, followed by Python (18%), Julia (14%), JavaScript (9%).
C++ 
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What frameworks and libraries does UCF Alumni use?
CUDA is named in 14% of job postings at UCF Alumni, followed by Supervision (9%), PyTorch (9%), CUDA.jl (5%).
Supervision
2 9%
PyTorch
2 9%
Ignite
1 5%
JQuery
1 5%
PyTorch C++
1 5%
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What databases does UCF Alumni use?
MS SQL is named in 5% of job postings at UCF Alumni.
MS SQL
1 5%
What cloud and platforms does UCF Alumni use?
CUDA Toolkit is named in 14% of job postings at UCF Alumni, followed by Active Directory (9%), .NET (5%), Amazon S3 (5%).
CUDA Toolkit
3 14%
.NET
1 5%
Azure
1 5%
Kubernetes
1 5%
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What developer tools does UCF Alumni use?
Microsoft Excel is named in 9% of job postings at UCF Alumni, followed by DaVinci Resolve (5%), Rest API (5%), Terraform (5%).
Which engineering practices does UCF Alumni ask for?
Machine Learning is named in 18% of job postings at UCF Alumni, followed by DNS (9%), HPC (9%), CI/CD (5%).
HPC
2 9%
CI/CD
1 5%
Computer Vision
1 5%
Fine-tuning
1 5%
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How does your stack fit UCF Alumni?
How is the UCF Alumni 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 UCF Alumni stack?
UCF Alumni 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: 0; legacy ones: 0.
How common is the UCF Alumni stack in its industry?
Share of the 1,297 companies in the same industries, whose stack Alion knows, that use each technology.
What sets UCF Alumni apart
Questions about the UCF Alumni tech stack
What programming languages does UCF Alumni use?
The languages named in UCF Alumni job postings are C++ (18%), Python (18%), Julia (14%), JavaScript (9%), MATLAB (9%), as a share of the 22 postings of the last 12 months.
Does UCF Alumni use Supervision?
Yes. Supervision is named in 2 of 22 job postings (9%) and required in 2 of them.
What cloud and platforms does UCF Alumni use?
The cloud and platforms named in UCF Alumni job postings are CUDA Toolkit (3), Active Directory (2), .NET (1) (postings in brackets).
Is the UCF Alumni tech stack changing?
Yes. Active Directory, DNS, Microsoft Excel, HPC first appeared in UCF Alumni job postings in the last six months.
How modern is the UCF Alumni tech stack?
UCF Alumni 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: 0; legacy ones: 0.
How does Alion know the UCF Alumni tech stack?
Alion reads every job posting UCF Alumni publishes and tags the technologies each one names. The figures on this page count the 22 postings of the last 12 months and were updated on Oct 14, 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, "UCF Alumni tech stack: 54 technologies from 22 job postings", as of Oct 14, 2026. https://alion.io/company/ucfalumni/technologies