University Health Network tech stack

University Health Network builds mostly with Python, SQL, JavaScript, TypeScript. Its stack also includes GCP, Windows, PyTorch, LangChain. GCP is named in 22 of the 80 job postings University Health Network published in the last 12 months (28%). Counted by Alion from the job postings of University Health Network, updated Oct 28, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Oct 28, 2026
Technologies in use
102
Postings analysed
80
Open now
17
Modernity
74 /100
New in 6 months
8

What programming languages does University Health Network use?

Python is named in 25% of job postings at University Health Network, followed by SQL (13%), JavaScript (5%), TypeScript (4%).

Python 20 25% required in 100% · 7 open now · since Jul 2026
SQL 10 13% required in 100% · 4 open now · since Aug 2026
JavaScript 4 5% required in 100% · 1 open now · since Jul 2026
TypeScript 3 4% required in 67% · 1 open now · since Jul 2026
C++ 2 3% required in 100% · since Jul 2026
MATLAB 2 3% required in 100% · 2 open now · since Oct 2026
C# 1 1% required in 100% · since Jul 2026
Java 1 1% required in 100% · since Aug 2026
Show all (11)
Node JS1
PHP1
SPSS1

What frameworks and libraries does University Health Network use?

PyTorch is named in 8% of job postings at University Health Network, followed by LangChain (5%), Scikit-learn (5%), LangGraph (4%).

PyTorch 6 8% required in 100% · 2 open now · since Aug 2026
LangChain 4 5% required in 100% · 1 open now · since Aug 2026
Scikit-learn 4 5% required in 100% · 2 open now · since Aug 2026
LangGraph 3 4% required in 100% · 1 open now · since Aug 2026
Keras 2 3% required in 100% · 1 open now · since Aug 2026
NumPy 2 3% required in 100% · 1 open now · since Aug 2026
React.js 2 3% required in 100% · since Jul 2026
TensorFlow 2 3% required in 100% · 1 open now · since Aug 2026
Show all (18)
Angular1
Avalonia1
Express1
Hibernate1
MAUI1
Next.js1
Redux1
Remix1
WPF1
XGBoost1

What databases does University Health Network use?

PostgreSQL is named in 3% of job postings at University Health Network, followed by Delta Lake (1%), MongoDB (1%), MySQL (1%).

PostgreSQL 2 3% required in 100% · 1 open now · since Aug 2026
Delta Lake 1 1% required in 100% · since Aug 2026
MongoDB 1 1% required in 100% · 1 open now · since Oct 2026
MySQL 1 1% required in 100% · since Aug 2026
Oracle 1 1% required in 100% · since Sep 2026
Pinecone 1 1% required in 100% · since Aug 2026
Qdrant 1 1% required in 100% · since Aug 2026
Amazon Redshift 1 1% optional · since Aug 2026
Show all (9)
Google BigQuery1

What cloud and platforms does University Health Network use?

GCP is named in 28% of job postings at University Health Network, followed by Windows (20%), Power BI (11%), Azure (10%).

GCP 22 28% required in 95% · 1 open now · since Jul 2026
Windows 16 20% required in 100% · 1 open now · since Jul 2026
Power BI 9 11% required in 100% · 2 open now · since Aug 2026
Azure 8 10% required in 100% · 1 open now · since Jul 2026
Microsoft Fabric 4 5% required in 100% · since Aug 2026
Databricks 3 4% required in 100% · since Aug 2026
GitHub 3 4% required in 100% · since Aug 2026
Linux 3 4% required in 67% · since Jul 2026
Show all (20)
MLFlow2
OpenAI2
Spark2
AWS2
.NET1
Anthropic1
Bitbucket1
FreeRTOS1
Hugging Face1
Kubernetes1
Tableau1
Amazon S31

What developer tools does University Health Network use?

Microsoft Excel is named in 11% of job postings at University Health Network, followed by AutoCAD (5%), Docker (4%), Git (4%).

Microsoft Excel 9 11% required in 100% · 4 open now · since Aug 2026
AutoCAD 4 5% required in 100% · 1 open now · since Sep 2026
Docker 3 4% required in 100% · since Aug 2026
Git 3 4% required in 67% · since Jul 2026
LIMS 2 3% required in 100% · 2 open now · since Oct 2026
Rest API 2 3% required in 100% · 1 open now · since Jul 2026
Semantic Kernel 2 3% required in 100% · since Aug 2026
pySpark 2 3% required in 100% · since Aug 2026
Show all (18)
FHIR2
HL72
SLURM2
Adobe Photoshop1
Canva1
Jenkins1
Mandiant capa1
OpenStack1
OrCAD1
SolidWorks1

What AI and ML technologies does University Health Network use?

LLM is named in 4% of job postings at University Health Network.

LLM 3 4% required in 100% · 1 open now · since Aug 2026

Which engineering practices does University Health Network ask for?

Machine Learning is named in 11% of job postings at University Health Network, followed by AI Agents (6%), CI/CD (6%), Multimodal AI (6%).

Machine Learning 9 11% required in 100% · 4 open now · since Aug 2026
AI Agents 5 6% required in 100% · 2 open now · since Aug 2026
CI/CD 5 6% required in 100% · since Jul 2026
Multimodal AI 5 6% required in 100% · 3 open now · since Sep 2026
ETL/ELT 3 4% required in 100% · 1 open now · since Aug 2026
RAG 3 4% required in 100% · 1 open now · since Aug 2026
Embeddings 2 3% required in 100% · since Aug 2026
LLMOps 2 3% required in 100% · since Aug 2026
Show all (25)
Prompt Engineering2
CAPA1
Computer Vision1
Federated Learning1
HPC1
Incident Management1
Interpretability1
LLM Guardrails1
Multi-Agent Systems1
NLP1
PCR1
Platform Engineering1
Self-Supervised Learning1
Semantic Search1
State Management1
Transfer Learning1
qPCR1

What does each University Health Network team work with?

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

Administrative

24 postings
GCP17
AutoCAD2
Microsoft Excel2
Windows2

Analytics

17 postings
SQL7
Power BI6
Python6
Azure3
LLM3
LangChain3

Field & Service

8 postings
Windows6
Python2

Early Careers

3 postings
GitHub2
PyTorch2
Python2

See the open roles

How does your stack fit University Health Network?

Sign in to compare your skills with this stack and see which open roles fit you.
Sign In

How much does University Health Network pay by technology?

Median stated pay of the postings that name each technology, against the median of all University Health Network postings with stated pay: $72k across 78 postings.

TechnologyPostings with payMedianvs company median
GCP21$74k+3%
Python20$77k+6%
Windows16$70k−3%
SQL10$79k+9%
Azure8$84k+16%
Power BI8$74k+3%
PyTorch6$49k−32%

How is the University Health Network 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
MATLABOct 2026
LIMSOct 2026
FHIROct 2026
HL7Oct 2026
AutoCADSep 2026
Multimodal AISep 2026
SLURMSep 2026
AWSAug 2026

How modern is the University Health Network stack?

Modern AI adopter 74/100

University Health Network scores 74 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 Health Network stack in its industry?

Share of the 824 companies in the same industries, whose stack Alion knows, that use each technology.

GCP18%
Python27%
Windows33%
SQL35%
Power BI23%
Azure21%
PyTorch4%
JavaScript17%
LangChain3%
Microsoft Fabric4%

What sets University Health Network apart

PyTorch4%
LangChain3%
Microsoft Fabric4%
Scikit-learn2%
LangGraph2%

Questions about the University Health Network tech stack

What programming languages does University Health Network use?

The languages named in University Health Network job postings are Python (25%), SQL (13%), JavaScript (5%), TypeScript (4%), C++ (3%), as a share of the 80 postings of the last 12 months.

Does University Health Network use PyTorch?

Yes. PyTorch is named in 6 of 80 job postings (8%) and required in 6 of them.

What cloud and platforms does University Health Network use?

The cloud and platforms named in University Health Network job postings are GCP (22), Windows (16), Power BI (9) (postings in brackets).

What skills do you need for a Administrative job at University Health Network?

Administrative postings at University Health Network most often require GCP (17), AutoCAD (2), Microsoft Excel (2), Windows (2), out of 24 postings in the last 12 months.

Is the University Health Network tech stack changing?

Yes. MATLAB, LIMS, FHIR, HL7 first appeared in University Health Network job postings in the last six months.

How modern is the University Health Network tech stack?

University Health Network scores 74 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 Health Network tech stack?

Alion reads every job posting University Health Network publishes and tags the technologies each one names. The figures on this page count the 80 postings of the last 12 months and were updated on Oct 28, 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 Health Network tech stack: 102 technologies from 80 job postings", as of Oct 28, 2026. https://alion.io/company/university-health-network/technologies

Licence: CC BY-SA 4.0JSON