University of Arkansas System tech stack

University of Arkansas System builds mostly with Python, SQL, PHP, JavaScript. Its stack also includes Matplotlib, Pandas, GitHub, Windows. Python is named in 12 of the 60 job postings University of Arkansas System published in the last 12 months (20%). Counted by Alion from the job postings of University of Arkansas System, updated Oct 3, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Oct 3, 2026
Technologies in use
69
Postings analysed
60
Open now
51
Modernity
69 /100
New in 6 months
8

What programming languages does University of Arkansas System use?

Python is named in 20% of job postings at University of Arkansas System, followed by SQL (17%), PHP (8%), JavaScript (7%).

Python 12 20% required in 83% · 11 open now · since Mar 2025
SQL 10 17% required in 80% · 10 open now · since Mar 2025
PHP 5 8% required in 40% · 5 open now · since Sep 2025
JavaScript 4 7% required in 75% · 3 open now · since Mar 2025
R 4 7% optional · 4 open now · since Aug 2026
SPSS 2 3% required in 50% · since Aug 2026
MATLAB 1 2% required in 100% · 1 open now · since Mar 2025
SAS 1 2% required in 100% · 1 open now · since Nov 2025
Show all (12)
Stata1
Apex1
Assembly1
Node JS1

What frameworks and libraries does University of Arkansas System use?

Matplotlib is named in 10% of job postings at University of Arkansas System, followed by Pandas (10%), TensorFlow (8%), Gensim (7%).

Matplotlib 6 10% required in 100% · 6 open now · since Feb 2026
Pandas 6 10% required in 100% · 6 open now · since Feb 2026
TensorFlow 5 8% required in 100% · 5 open now · since May 2025
Gensim 4 7% required in 100% · 4 open now · since Aug 2026
NLTK 4 7% required in 100% · 4 open now · since Aug 2026
NumPy 4 7% required in 100% · 4 open now · since Aug 2026
PyTorch 4 7% required in 100% · 4 open now · since Aug 2026
Scikit-learn 4 7% required in 100% · 4 open now · since Aug 2026
Show all (17)
Seaborn4
ggplot24
spaCy4
Plotly2
React.js2
Ray2
Commander.js1
Keystone Engine1
Supervision1

What cloud and platforms does University of Arkansas System use?

GitHub is named in 8% of job postings at University of Arkansas System, followed by Windows (8%), Power BI (8%), Linux (7%).

GitHub 5 8% required in 100% · 5 open now · since Aug 2026
Windows 5 8% required in 80% · 4 open now · since Jul 2025
Power BI 5 8% required in 20% · 4 open now · since Sep 2026
Linux 4 7% required in 100% · 4 open now · since Jul 2025
AWS 2 3% required in 100% · 2 open now · since May 2025
Unix 2 3% required in 100% · 2 open now · since Feb 2026
Azure 2 3% optional · 2 open now · since May 2025
Microsoft Fabric 1 2% required in 100% · since Sep 2026
Show all (15)
SIEM1
Splunk1
Active Directory1
LDAP1
MuleSoft1
Tableau1
VMWare1

What developer tools does University of Arkansas System use?

Microsoft Excel is named in 13% of job postings at University of Arkansas System, followed by Git (8%), Canva (3%), SolidWorks (3%).

Microsoft Excel 8 13% required in 63% · 8 open now · since Feb 2026
Git 5 8% required in 100% · 4 open now · since Aug 2026
Canva 2 3% required in 50% · 2 open now · since Jul 2026
SolidWorks 2 3% required in 50% · 1 open now · since Mar 2025
Adobe InDesign 1 2% required in 100% · 1 open now · since Sep 2026
Adobe Photoshop 1 2% required in 100% · 1 open now · since Sep 2026
Jenkins 1 2% required in 100% · 1 open now · since Mar 2025
WordPress 1 2% required in 100% · 1 open now · since Jul 2026
Show all (11)
AutoCAD1
Fusion 3601
Informatica1

What AI and ML technologies does University of Arkansas System use?

BERT is named in 7% of job postings at University of Arkansas System.

BERT 4 7% required in 100% · 4 open now · since Aug 2026

Which engineering practices does University of Arkansas System ask for?

Machine Learning is named in 18% of job postings at University of Arkansas System, followed by HPC (8%), NLP (7%), Computer Vision (5%).

Machine Learning 11 18% required in 100% · 11 open now · since Sep 2024
HPC 5 8% required in 80% · 5 open now · since Nov 2025
NLP 4 7% required in 100% · 4 open now · since Aug 2026
Computer Vision 3 5% required in 67% · 3 open now · since Jun 2026
SOAP 3 5% required in 67% · 3 open now · since Aug 2025
Wi-Fi 2 3% required in 100% · since Aug 2026
TCP/IP 2 3% optional · 1 open now · since Jul 2025
AI Agents 1 2% required in 100% · since Sep 2026
Show all (13)
Digital Twin1
Multimodal AI1
SLI/SLO/SLA1
Time Series Forecasting1
VPN1

What does each University of Arkansas System team work with?

The technologies each team's postings require most often, with the number of postings that require them.

Early Careers

21 postings
Microsoft Excel3
PHP2
SQL2

Science & Research

13 postings
Python7
GitHub5
Matplotlib5
Pandas5
SQL5
BERT4

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How is the University of Arkansas 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.

First appeared
Power BISep 2026
Wi-FiAug 2026
SPSSAug 2026
GitAug 2026
GitHubAug 2026
BERTAug 2026
GensimAug 2026
NLPAug 2026
Not named for 6 months
PlotlyFeb 2026
React.jsFeb 2026
UnixFeb 2026

How modern is the University of Arkansas System stack?

Modern AI adopter 69/100

University of Arkansas System scores 69 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: 0.

How common is the University of Arkansas System stack in its industry?

Share of the 1,526 companies in the same industries, whose stack Alion knows, that use each technology.

Python35%
SQL30%
Matplotlib1%
Pandas3%
GitHub10%
PHP16%
Power BI16%
TensorFlow5%
Windows20%
BERT1%

What sets University of Arkansas System apart

Matplotlib1%
Pandas3%
BERT1%
Gensim0%
NLTK0%
NumPy3%
R1%
Scikit-learn3%
Seaborn1%
ggplot20%

Questions about the University of Arkansas System tech stack

What programming languages does University of Arkansas System use?

The languages named in University of Arkansas System job postings are Python (20%), SQL (17%), PHP (8%), JavaScript (7%), R (7%), as a share of the 60 postings of the last 12 months.

Does University of Arkansas System use Matplotlib?

Yes. Matplotlib is named in 6 of 60 job postings (10%) and required in 6 of them.

What cloud and platforms does University of Arkansas System use?

The cloud and platforms named in University of Arkansas System job postings are GitHub (5), Windows (5), Power BI (5) (postings in brackets).

What skills do you need for a Early Careers job at University of Arkansas System?

Early Careers postings at University of Arkansas System most often require Microsoft Excel (3), PHP (2), SQL (2), out of 21 postings in the last 12 months.

Is the University of Arkansas System tech stack changing?

Yes. Power BI, Wi-Fi, SPSS, Git first appeared in University of Arkansas System job postings in the last six months.

How modern is the University of Arkansas System tech stack?

University of Arkansas System scores 69 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: 0.

How does Alion know the University of Arkansas System tech stack?

Alion reads every job posting University of Arkansas System publishes and tags the technologies each one names. The figures on this page count the 60 postings of the last 12 months and were updated on Oct 3, 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 Arkansas System tech stack: 69 technologies from 60 job postings", as of Oct 3, 2026. https://alion.io/company/uasys-edu/technologies

Licence: CC BY-SA 4.0JSON