University of Colorado
Higher Education

University of Colorado tech stack

University of Colorado builds mostly with Python, SQL, SAS, JavaScript. Its stack also includes GCP, Power BI, MS SQL, Oracle. GCP is named in 40 of the 126 job postings University of Colorado published in the last 12 months (32%). Counted by Alion from the job postings of University of Colorado, updated Nov 14, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Nov 14, 2026
Technologies in use
136
Postings analysed
126
Open now
73
Modernity
79 /100
New in 6 months
8

What programming languages does University of Colorado use?

Python is named in 16% of job postings at University of Colorado, followed by SQL (14%), SAS (7%), JavaScript (3%).

Python 20 16% required in 70% · 11 open now · since Jun 2026
SQL 18 14% required in 67% · 6 open now · since Mar 2026
SAS 9 7% required in 33% · 4 open now · since Jul 2026
JavaScript 4 3% required in 50% · 1 open now · since Oct 2026
PHP 4 3% required in 50% · 1 open now · since Sep 2026
Bash 2 2% required in 100% · since Oct 2026
Java 2 2% required in 100% · since Oct 2026
MATLAB 2 2% required in 100% · 1 open now · since Oct 2026
Show all (17)
PowerShell2
Stata2
Assembly1
C#1
SPSS1
Verilog1
Apex1
Node JS1
TypeScript1

What frameworks and libraries does University of Colorado use?

Unreal Engine is named in 2% of job postings at University of Colorado, followed by Instructor (1%), Laravel (1%), MSW (1%).

Unreal Engine 2 2% required in 100% · 2 open now · since Nov 2026
Instructor 1 1% required in 100% · 1 open now · since Nov 2026
Laravel 1 1% required in 100% · since Oct 2026
MSW 1 1% required in 100% · since Oct 2026
NumPy 1 1% required in 100% · since Oct 2026
Pandas 1 1% required in 100% · since Oct 2026
Push Notifications 1 1% required in 100% · 1 open now · since Oct 2026
PyTorch 1 1% required in 100% · 1 open now · since Sep 2026
Show all (11)
Scikit-learn1
ASP.NET Core1
Unity1

What databases does University of Colorado use?

MS SQL is named in 3% of job postings at University of Colorado, followed by Oracle (2%), MySQL (2%), MariaDB (2%).

MS SQL 4 3% required in 50% · 1 open now · since Jun 2026
Oracle 3 2% required in 67% · 2 open now · since May 2026
MySQL 2 2% required in 50% · 1 open now · since Oct 2026
MariaDB 2 2% optional · 1 open now · since Oct 2026
Amazon Aurora 1 1% required in 100% · since Oct 2026
Azure SQL Database 1 1% required in 100% · since Sep 2026
Neo4j 1 1% required in 100% · since Oct 2026
OpenSearch 1 1% required in 100% · 1 open now · since Sep 2026
Show all (10)
Google BigQuery1
PostgreSQL1

What cloud and platforms does University of Colorado use?

GCP is named in 32% of job postings at University of Colorado, followed by Power BI (6%), Azure (6%), Linux (5%).

GCP 40 32% required in 30% · 23 open now · since Jun 2024
Power BI 8 6% required in 50% · 2 open now · since Mar 2026
Azure 7 6% required in 43% · 4 open now · since Sep 2026
Linux 6 5% required in 100% · 2 open now · since Sep 2026
Windows 5 4% required in 100% · 3 open now · since Sep 2026
GitHub 5 4% required in 20% · 3 open now · since Jun 2026
Cognos 4 3% required in 50% · 1 open now · since Apr 2026
Tableau 4 3% required in 25% · 2 open now · since Mar 2026
Show all (34)
Active Directory3
SSAS3
Unix2
VMWare2
Windows Server2
AWS2
Databricks2
Kubernetes2
Microsoft Fabric2
OpenAI2
Azure DevOps2
Amazon ECS1
CentOS Stream1
DLP1
Fedora1
GitLab1
Grafana1
Ping Identity1
Postman1
Rancher1
Red Hat1
Spark1
Copilot Studio1
LDAP1
Microsoft Entra ID1
MuleSoft1

What developer tools does University of Colorado use?

Microsoft Excel is named in 17% of job postings at University of Colorado, followed by Docker (4%), Rest API (3%), Git (3%).

Microsoft Excel 21 17% required in 19% · 10 open now · since Apr 2026
Docker 5 4% required in 40% · 4 open now · since Sep 2026
Rest API 4 3% required in 100% · 2 open now · since Sep 2026
Git 4 3% required in 25% · 1 open now · since Sep 2026
Adobe Photoshop 3 2% required in 100% · 2 open now · since Sep 2026
Canva 3 2% required in 33% · 2 open now · since Sep 2026
Ansible 2 2% required in 100% · 1 open now · since Sep 2026
Maya 2 2% required in 100% · 2 open now · since Nov 2026
Show all (28)
Drupal2
Model Context Protocol2
SSIS2
Azure Data Factory1
Chef1
Copilot1
DICOM1
Houdini1
Matter1
Nagios1
Puppet1
SLURM1
Substance 3D Painter1
Zabbix1
Apache HTTP Server1
Jenkins1
Nginx1
Podman1
QGIS1
Veeva1

What AI and ML technologies does University of Colorado use?

LLM is named in 2% of job postings at University of Colorado, followed by ChatGPT (2%), Gemini (2%), Claude (2%).

LLM 3 2% required in 67% · 2 open now · since Jul 2026
ChatGPT 3 2% required in 33% · 3 open now · since Sep 2026
Gemini 2 2% required in 50% · 2 open now · since Sep 2026
Claude 2 2% optional · 2 open now · since Sep 2026
DeepSeek 1 1% optional · 1 open now · since Sep 2026

Which engineering practices does University of Colorado ask for?

Machine Learning is named in 8% of job postings at University of Colorado, followed by Good Clinical Practice (7%), CI/CD (5%), Multimodal AI (3%).

Machine Learning 10 8% required in 60% · 8 open now · since Aug 2026
Good Clinical Practice 9 7% required in 67% · 9 open now · since Oct 2026
CI/CD 6 5% required in 67% · 1 open now · since Sep 2026
Multimodal AI 4 3% required in 100% · 1 open now · since Jul 2026
HPC 4 3% required in 75% · 3 open now · since Sep 2026
Flow Cytometry 3 2% required in 100% · 3 open now · since Oct 2026
Post-training 3 2% required in 100% · since May 2026
AI Agents 3 2% required in 67% · 3 open now · since Sep 2026
Show all (29)
Single-Cell Sequencing3
Configuration Management2
OCR2
Computer Vision2
NLP2
Cell Culture2
Prompt Engineering2
RAG2
21 CFR Part 111
CAPA1
CMMC1
ELISA1
ETL/ELT1
Function Calling1
GitOps1
IAM1
Immunohistochemistry1
PCR1
SRE1
Computer Use1
Time Series1

What other technologies does University of Colorado use?

Abstract is named in 2% of job postings at University of Colorado, followed by Avalanche (1%).

Abstract 3 2% required in 100% · 2 open now · since Jan 2026
Avalanche 1 1% required in 100% · 1 open now · since Oct 2026

What does each University of Colorado team work with?

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

Administrative

31 postings
GCP8
Abstract2

Education

21 postings
Adobe Photoshop2
Maya2
Unreal Engine2

Analytics

11 postings
SQL6
Python3
Power BI2
SAS2

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How much does University of Colorado pay by technology?

Median stated pay of the postings that name each technology, against the median of all University of Colorado postings with stated pay: $85k across 107 postings.

TechnologyPostings with payMedianvs company median
GCP35$73k−14%
SQL17$101k+19%
Python15$103k+21%
Power BI8$104k+22%
SAS8$93k+9%
Azure6$117k+38%
GitHub5$100k+18%
Linux5$93k+10%

How is the University of Colorado 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
MayaNov 2026
Unreal EngineNov 2026
OCROct 2026
Single-Cell SequencingOct 2026
Good Clinical PracticeOct 2026
Flow CytometryOct 2026
Cell CultureOct 2026
Configuration ManagementOct 2026
Rising
Good Clinical Practice0% → 8%
Azure0% → 7%
Linux0% → 6%
CI/CD0% → 6%
Windows0% → 5%
Docker0% → 5%
Rest API0% → 4%
HPC0% → 4%
Falling
GCP47% → 29%
Power BI20% → 4%
SAS20% → 6%
SQL20% → 12%
Multimodal AI7% → 3%
MS SQL7% → 3%
GitHub7% → 4%

How modern is the University of Colorado stack?

Cutting-edge AI adopter 79/100

University of Colorado 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: 5; legacy ones: 0.

How common is the University of Colorado stack in its industry?

Share of the 1,485 companies in the same industries, whose stack Alion knows, that use each technology.

GCP10%
Python36%
SQL30%
SAS8%
Power BI19%
Azure18%
Linux21%
GitHub9%
Windows29%
Cognos2%

What sets University of Colorado apart

Cognos2%
SSAS1%

Questions about the University of Colorado tech stack

What programming languages does University of Colorado use?

The languages named in University of Colorado job postings are Python (16%), SQL (14%), SAS (7%), JavaScript (3%), PHP (3%), as a share of the 126 postings of the last 12 months.

Does University of Colorado use Unreal Engine?

Yes. Unreal Engine is named in 2 of 126 job postings (2%) and required in 2 of them.

What cloud and platforms does University of Colorado use?

The cloud and platforms named in University of Colorado job postings are GCP (40), Power BI (8), Azure (7) (postings in brackets).

What skills do you need for a Administrative job at University of Colorado?

Administrative postings at University of Colorado most often require GCP (8), Abstract (2), out of 31 postings in the last 12 months.

Is the University of Colorado tech stack changing?

Yes. Maya, Unreal Engine, OCR, Single-Cell Sequencing first appeared in University of Colorado job postings in the last six months.

How modern is the University of Colorado tech stack?

University of Colorado 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: 5; legacy ones: 0.

How does Alion know the University of Colorado tech stack?

Alion reads every job posting University of Colorado publishes and tags the technologies each one names. The figures on this page count the 126 postings of the last 12 months and were updated on Nov 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, "University of Colorado tech stack: 136 technologies from 126 job postings", as of Nov 14, 2026. https://alion.io/company/cu-edu/technologies

Licence: CC BY-SA 4.0JSON