University of Maryland Global Campus
E-learning · Higher Education

University of Maryland Global Campus tech stack

University of Maryland Global Campus builds mostly with Python, SQL, Scala, Bash. Its stack also includes AWS, Azure, Amazon Redshift, Delta Lake. AWS is named in 25 of the 44 job postings University of Maryland Global Campus published in the last 12 months (57%). Counted by Alion from the job postings of University of Maryland Global Campus, updated Nov 13, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Nov 13, 2026
Technologies in use
57
Postings analysed
44
Open now
26
Modernity
70 /100
New in 6 months
8

What programming languages does University of Maryland Global Campus use?

Python is named in 14% of job postings at University of Maryland Global Campus, followed by SQL (14%), Scala (7%), Bash (5%).

Python 6 14% required in 100% · 4 open now · since Jun 2026
SQL 6 14% required in 100% · 4 open now · since Oct 2026
Scala 3 7% required in 100% · 1 open now · since Nov 2026
Bash 2 5% required in 100% · 2 open now · since Jun 2026
PowerShell 2 5% required in 100% · 2 open now · since Jun 2026
JavaScript 2 5% required in 50% · since Sep 2026
C# 1 2% required in 100% · since Sep 2026
C++ 1 2% required in 100% · since Jul 2026
Show all (11)
Java1
Apex1
Ruby1

What frameworks and libraries does University of Maryland Global Campus use?

Next.js is named in 2% of job postings at University of Maryland Global Campus, followed by Ruby on Rails (2%), React.js (2%).

Next.js 1 2% required in 100% · since Oct 2026
Ruby on Rails 1 2% required in 100% · since Jul 2026
React.js 1 2% optional · since Oct 2026

What databases does University of Maryland Global Campus use?

Amazon Redshift is named in 11% of job postings at University of Maryland Global Campus, followed by Delta Lake (11%), Azure Cosmos DB (2%), Azure SQL Database (2%).

Amazon Redshift 5 11% required in 100% · 3 open now · since Oct 2026
Delta Lake 5 11% required in 100% · 3 open now · since Oct 2026
Azure Cosmos DB 1 2% required in 100% · since Sep 2026
Azure SQL Database 1 2% required in 100% · 1 open now · since Nov 2026
MySQL 1 2% required in 100% · 1 open now · since Nov 2026
Oracle 1 2% required in 100% · 1 open now · since Nov 2026
PostgreSQL 1 2% required in 100% · 1 open now · since Nov 2026
MS SQL 1 2% optional · 1 open now · since Nov 2026

What cloud and platforms does University of Maryland Global Campus use?

AWS is named in 57% of job postings at University of Maryland Global Campus, followed by Azure (30%), Windows (16%), Databricks (14%).

AWS 25 57% required in 64% · 19 open now · since Jun 2026
Azure 13 30% required in 77% · 8 open now · since Jun 2026
Windows 7 16% required in 100% · 4 open now · since Jun 2026
Databricks 6 14% required in 100% · 3 open now · since Jul 2026
Spark 5 11% required in 60% · 3 open now · since Oct 2026
MLFlow 3 7% required in 100% · 1 open now · since Nov 2026
GCP 3 7% required in 67% · 3 open now · since Sep 2026
Microsoft Fabric 3 7% optional · 1 open now · since Nov 2026
Show all (19)
Linux2
Microsoft Entra ID2
Tableau2
.NET1
Microsoft Defender1
MuleSoft1
OpenAI1
Power BI1
Red Hat1
SIEM1
Splunk1

What developer tools does University of Maryland Global Campus use?

pySpark is named in 11% of job postings at University of Maryland Global Campus, followed by Microsoft Excel (9%), Git (5%), Rest API (2%).

pySpark 5 11% required in 100% · 3 open now · since Oct 2026
Microsoft Excel 4 9% required in 100% · 2 open now · since Aug 2026
Git 2 5% required in 100% · 2 open now · since Oct 2026
Rest API 1 2% required in 100% · since Sep 2026
dbt 1 2% optional · 1 open now · since Oct 2026

Which engineering practices does University of Maryland Global Campus ask for?

Incident Management is named in 16% of job postings at University of Maryland Global Campus, followed by CI/CD (14%), Platform Engineering (14%), Machine Learning (11%).

Incident Management 7 16% required in 86% · 4 open now · since Jul 2026
CI/CD 6 14% required in 100% · 1 open now · since Jul 2026
Platform Engineering 6 14% required in 100% · 1 open now · since Sep 2026
Machine Learning 5 11% required in 100% · 3 open now · since Oct 2026
AIOps 3 7% required in 100% · 1 open now · since Nov 2026
Dimensional Modeling 2 5% required in 100% · 2 open now · since Oct 2026
VPN 2 5% required in 100% · 1 open now · since Aug 2026
CMMC 1 2% required in 100% · 1 open now · since Nov 2026
Show all (11)
ETL/ELT1
NLP1
SOAP1

What does each University of Maryland Global Campus team work with?

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

Data Science

4 postings
AWS4
Azure4
SQL4
Amazon Redshift3
Databricks3
Delta Lake3

Security

3 postings
Windows3
Azure2

Analytics

3 postings
Amazon Redshift2
Databricks2
Delta Lake2
Git2
Python2
SQL2

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How much does University of Maryland Global Campus pay by technology?

Median stated pay of the postings that name each technology, against the median of all University of Maryland Global Campus postings with stated pay: $138k across 14 postings.

TechnologyPostings with payMedianvs company median
AWS10$137k0%
Azure9$130k−5%
SQL6$129k−6%
Databricks5$129k−6%
Python5$129k−6%
Amazon Redshift5$129k−6%
Delta Lake5$129k−6%
Spark5$129k−6%

How is the University of Maryland Global Campus 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
AIOpsNov 2026
MLFlowNov 2026
ScalaNov 2026
Microsoft FabricNov 2026
Microsoft Entra IDOct 2026
SQLOct 2026
Amazon RedshiftOct 2026
Delta LakeOct 2026

How modern is the University of Maryland Global Campus stack?

Modern 70/100

University of Maryland Global Campus scores 70 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 University of Maryland Global Campus stack in its industry?

Share of the 2,288 companies in the same industries, whose stack Alion knows, that use each technology.

AWS19%
Azure17%
Windows23%
Databricks3%
Python36%
SQL30%
Amazon Redshift2%
Delta Lake1%
Spark4%
GCP11%

What sets University of Maryland Global Campus apart

Databricks3%
Amazon Redshift2%
Delta Lake1%
Spark4%
MLFlow2%
Microsoft Fabric3%
Scala1%

Questions about the University of Maryland Global Campus tech stack

What programming languages does University of Maryland Global Campus use?

The languages named in University of Maryland Global Campus job postings are Python (14%), SQL (14%), Scala (7%), Bash (5%), PowerShell (5%), as a share of the 44 postings of the last 12 months.

Does University of Maryland Global Campus use AWS?

Yes. AWS is named in 25 of 44 job postings (57%) and required in 16 of them.

What cloud and platforms does University of Maryland Global Campus use?

The cloud and platforms named in University of Maryland Global Campus job postings are AWS (25), Azure (13), Windows (7) (postings in brackets).

What skills do you need for a Data Science job at University of Maryland Global Campus?

Data Science postings at University of Maryland Global Campus most often require AWS (4), Azure (4), SQL (4), Amazon Redshift (3), out of 4 postings in the last 12 months.

Is the University of Maryland Global Campus tech stack changing?

Yes. AIOps, MLFlow, Scala, Microsoft Fabric first appeared in University of Maryland Global Campus job postings in the last six months.

How modern is the University of Maryland Global Campus tech stack?

University of Maryland Global Campus scores 70 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 University of Maryland Global Campus tech stack?

Alion reads every job posting University of Maryland Global Campus publishes and tags the technologies each one names. The figures on this page count the 44 postings of the last 12 months and were updated on Nov 13, 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 Maryland Global Campus tech stack: 57 technologies from 44 job postings", as of Nov 13, 2026. https://alion.io/company/umgc/technologies

Licence: CC BY-SA 4.0JSON