UnitedHealth Group tech stack

UnitedHealth Group builds mostly with Python, SQL, Java, JavaScript. Its stack also includes Azure, AWS, Snowflake, React.js. Azure is named in 378 of the 875 job postings UnitedHealth Group published in the last 12 months (43%). Counted by Alion from the job postings of UnitedHealth Group, updated Oct 14, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Oct 14, 2026
Technologies in use
475
Postings analysed
875
Open now
875
Modernity
76 /100
New in 6 months
8

What programming languages does UnitedHealth Group use?

Python is named in 39% of job postings at UnitedHealth Group, followed by SQL (31%), Java (16%), JavaScript (15%).

Python 340 39% required in 89% · 340 open now · since Apr 2026
SQL 268 31% required in 85% · 268 open now · since May 2026
Java 137 16% required in 73% · 137 open now · since Jul 2026
JavaScript 134 15% required in 39% · 134 open now · since Apr 2026
TypeScript 87 10% required in 53% · 87 open now · since Jul 2026
C# 48 5% required in 50% · 48 open now · since Jul 2026
Node JS 44 5% required in 80% · 44 open now · since Apr 2026
Scala 33 4% required in 88% · 33 open now · since Jul 2026
Show all (26)
PowerShell26
SAS16
Go9
Bash6
C++6
Kotlin6
COBOL5
Apex4
Erlang3
Ruby3
Q#3
Visual Basic3
Groovy2
R2
JCL1
MATLAB1
Swift1
C1

What frameworks and libraries does UnitedHealth Group use?

React.js is named in 9% of job postings at UnitedHealth Group, followed by LangChain (8%), Spring Boot (7%), PyTorch (7%).

React.js 78 9% required in 79% · 78 open now · since Apr 2026
LangChain 71 8% required in 59% · 71 open now · since Jun 2026
Spring Boot 65 7% required in 94% · 65 open now · since Jul 2026
PyTorch 65 7% required in 83% · 65 open now · since Jun 2026
TensorFlow 55 6% required in 85% · 55 open now · since Jun 2026
Angular 49 6% required in 82% · 49 open now · since Aug 2026
LangGraph 44 5% required in 61% · 44 open now · since Jun 2026
Scikit-learn 28 3% required in 82% · 28 open now · since Aug 2026
Show all (99)
FastAPI24
Hadoop22
CrewAI17
NumPy16
FAISS16
Next.js16
AutoGen15
Hibernate14
Pandas14
Flask13
Selenium12
LlamaIndex12
JUnit11
Transformers10
pgvector10
Redux8
Spring MVC8
OpenTelemetry8
Ray8
Playwright7
Cypress6
Keras6
React Native6
Spring Data JPA6
Streamlit6
Matplotlib6
Jest5
Mockito5
Rest-Assured5
Spring Security5
AWS Strands Agents5
XGBoost5

And 59 more, each named in fewer postings.

What databases does UnitedHealth Group use?

Snowflake is named in 13% of job postings at UnitedHealth Group, followed by PostgreSQL (5%), MySQL (4%), Delta Lake (2%).

Snowflake 111 13% required in 68% · 111 open now · since Apr 2026
PostgreSQL 45 5% required in 71% · 45 open now · since Jun 2026
MySQL 39 4% required in 90% · 39 open now · since Aug 2026
Delta Lake 18 2% required in 50% · 18 open now · since Apr 2026
MS SQL 17 2% required in 76% · 17 open now · since Aug 2026
Pinecone 17 2% required in 65% · 17 open now · since Jun 2026
Azure SQL Database 16 2% required in 88% · 16 open now · since Aug 2026
Oracle 15 2% required in 93% · 15 open now · since Aug 2026
Show all (29)
Weaviate13
BigQuery12
Google BigQuery12
DynamoDB11
Chroma10
Teradata10
OpenSearch10
Azure Cosmos DB8
Db27
Milvus7
ElasticSearch7
Amazon Redshift5
Neo4j4
Redis3
MongoDB2
Apache Iceberg1
Cassandra1
HBase1
InfluxDB1
TimescaleDB1
Vertica1

What cloud and platforms does UnitedHealth Group use?

Azure is named in 43% of job postings at UnitedHealth Group, followed by AWS (28%), Kubernetes (20%), GCP (19%).

Azure 378 43% required in 77% · 378 open now · since Apr 2026
AWS 249 28% required in 80% · 249 open now · since Apr 2026
Kubernetes 171 20% required in 67% · 171 open now · since Jun 2026
GCP 169 19% required in 78% · 169 open now · since Apr 2026
Databricks 153 17% required in 69% · 153 open now · since Apr 2026
Spark 94 11% required in 55% · 94 open now · since Jun 2026
Windows 91 10% required in 95% · 91 open now · since May 2026
GitHub Actions 77 9% required in 86% · 77 open now · since Jul 2026
Show all (111)
Power BI77
GitHub74
Apache Kafka73
OpenAI66
Splunk56
Azure DevOps44
Tableau42
Grafana41
Azure AKS33
MLFlow28
.NET27
Dynatrace27
Linux21
Amazon EKS20
Amazon SageMaker20
Figma19
AWS Lambda19
Amazon S319
AWS Bedrock19
Datadog19
Vertex AI19
Anthropic18
Unix16
Amazon CloudWatch16
Kubeflow14
Amazon ECS13
OpenShift11
Airflow10
Microsoft Fabric10
Postman9
API Gateway9
SIEM9

And 71 more, each named in fewer postings.

What developer tools does UnitedHealth Group use?

Docker is named in 16% of job postings at UnitedHealth Group, followed by Microsoft Excel (15%), Rest API (10%), Terraform (10%).

Docker 138 16% required in 73% · 138 open now · since Apr 2026
Microsoft Excel 134 15% required in 89% · 134 open now · since Jun 2026
Rest API 90 10% required in 86% · 90 open now · since Jun 2026
Terraform 84 10% required in 76% · 84 open now · since Apr 2026
Git 78 9% required in 85% · 78 open now · since Jul 2026
Copilot 77 9% required in 58% · 77 open now · since Jun 2026
Jenkins 54 6% required in 81% · 54 open now · since Apr 2026
pySpark 45 5% required in 84% · 45 open now · since Jul 2026
Show all (102)
Azure Data Factory30
Prometheus25
Model Context Protocol24
Semantic Kernel23
GraphQL22
Ansible19
Google ADK14
OpenAI Codex13
CloudFormation13
Informatica11
Maven9
SSIS6
npm6
JFrog Artifactory6
dbt6
Helm6
ArgoCD5
Claude Code5
A2A4
Gradle4
HashiCorp Vault4
InfiniBand4
Webpack4
Zabbix4
Alteryx4
Bicep4
DataStage4
Great Expectations4
JMeter4
Vault3
Apache Tomcat3
Pulumi3

And 62 more, each named in fewer postings.

What AI and ML technologies does UnitedHealth Group use?

LLM is named in 15% of job postings at UnitedHealth Group, followed by Claude (4%), Gemini (1%), LoRA (1%).

LLM 130 15% required in 85% · 130 open now · since Apr 2026
Claude 33 4% required in 85% · 33 open now · since Jun 2026
Gemini 12 1% required in 83% · 12 open now · since Jun 2026
LoRA 10 1% required in 80% · 10 open now · since Jun 2026
ChatGPT 10 1% required in 60% · 10 open now · since Jul 2026
PEFT 10 1% required in 20% · 10 open now · since Jun 2026
QLoRA 6 1% required in 67% · 6 open now · since Jun 2026
Mistral 5 1% required in 80% · 5 open now · since Jun 2026
Show all (13)
Qwen3
Llama3
BERT1
GPT-41
Mamba1

Which engineering practices does UnitedHealth Group ask for?

CI/CD is named in 34% of job postings at UnitedHealth Group, followed by AI Agents (22%), Machine Learning (22%), RAG (20%).

CI/CD 297 34% required in 87% · 297 open now · since Apr 2026
AI Agents 196 22% required in 86% · 196 open now · since May 2026
Machine Learning 193 22% required in 82% · 193 open now · since Apr 2026
RAG 172 20% required in 84% · 172 open now · since Jun 2026
Prompt Engineering 87 10% required in 74% · 87 open now · since Jun 2026
NLP 84 10% required in 79% · 84 open now · since Jun 2026
ETL/ELT 61 7% required in 92% · 61 open now · since Apr 2026
Embeddings 52 6% required in 96% · 52 open now · since Jun 2026
Show all (95)
Platform Engineering51
Incident Management47
LLM Guardrails45
Semantic Search41
Semantic Search41
Agentic Workflows39
Fine-tuning37
Human-in-the-Loop35
SLI/SLO/SLA28
IAM25
Anomaly Detection23
Tool Use22
Multi-Agent Systems22
Edge AI21
LLMOps21
Reinforcement Learning20
Function Calling19
Hallucination19
Knowledge Graph19
SOAP14
Multimodal AI14
Feature Store14
OCR14
AIOps13
Time Series Forecasting12
TCP/IP12
DNS11
Dimensional Modeling11
Computer Vision11
GitOps10
Self-Healing9
Shift-Left9

And 55 more, each named in fewer postings.

What does each UnitedHealth Group team work with?

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

AI/ML

139 postings
Python112
Azure82
AWS67
LLM58
GCP47
PyTorch39

Backend

109 postings
Azure75
AWS49
Python49
Kubernetes45
Java43
Spring Boot42

Data Science

82 postings
SQL66
Python57
Azure50
Databricks46
Snowflake32
Spark27

Analytics

78 postings
SQL42
Python29
Power BI20
Snowflake17
Microsoft Excel16
Azure15

Leadership

50 postings
AWS11
Azure11
LLM10
Databricks8
GCP6
SQL6

Product

46 postings
GitHub8
Figma5
Azure DevOps4
Snowflake4
LLM3
Git2

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How much does UnitedHealth Group pay by technology?

Median stated pay of the postings that name each technology, against the median of all UnitedHealth Group postings with stated pay: $164k across 412 postings.

TechnologyPostings with payMedianvs company median
Azure160$193k+18%
Python148$193k+18%
AWS119$193k+18%
SQL112$164k0%
Kubernetes82$193k+18%
GCP71$193k+18%
Databricks66$193k+18%
LLM61$215k+31%
Java55$193k+18%
Snowflake55$193k+18%

How is the UnitedHealth Group 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
ParcelOct 2026
Canary ReleaseOct 2026
DataStageOct 2026
DelineaOct 2026
GatlingOct 2026
Visual BasicOct 2026
Synthetic DataOct 2026
GradleOct 2026
Rising
Java0% → 16%
Microsoft Excel7% → 16%
JavaScript7% → 16%
Spark3% → 11%
Windows3% → 11%
Spring Boot0% → 8%
TypeScript3% → 10%
Snowflake7% → 13%
Falling
LLM30% → 14%
AWS43% → 28%
AI Agents37% → 22%
LLM Guardrails17% → 5%
GCP30% → 19%
Vertex AI10% → 2%
Gemini7% → 1%
LlamaIndex7% → 1%

How modern is the UnitedHealth Group stack?

Cutting-edge AI adopter 76/100

UnitedHealth Group scores 76 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: 13; legacy ones: 1.

How common is the UnitedHealth Group stack in its industry?

Share of the 1,101 companies in the same industries, whose stack Alion knows, that use each technology.

Azure27%
Python36%
SQL44%
AWS24%
Kubernetes16%
GCP20%
Databricks10%
Java14%
JavaScript26%
LLM15%

What sets UnitedHealth Group apart

Splunk3%
TensorFlow4%
LangGraph4%
Azure AKS3%
Scala3%
MLFlow2%
Scikit-learn4%
Dynatrace2%
FastAPI3%
Hadoop2%

Questions about the UnitedHealth Group tech stack

What programming languages does UnitedHealth Group use?

The languages named in UnitedHealth Group job postings are Python (39%), SQL (31%), Java (16%), JavaScript (15%), TypeScript (10%), as a share of the 875 postings of the last 12 months.

Does UnitedHealth Group use React.js?

Yes. React.js is named in 78 of 875 job postings (9%) and required in 62 of them.

What cloud and platforms does UnitedHealth Group use?

The cloud and platforms named in UnitedHealth Group job postings are Azure (378), AWS (249), Kubernetes (171) (postings in brackets).

What skills do you need for a AI/ML job at UnitedHealth Group?

AI/ML postings at UnitedHealth Group most often require Python (112), Azure (82), AWS (67), LLM (58), out of 139 postings in the last 12 months.

Is the UnitedHealth Group tech stack changing?

Yes. Parcel, Canary Release, DataStage, Delinea first appeared in UnitedHealth Group job postings in the last six months.

How modern is the UnitedHealth Group tech stack?

UnitedHealth Group scores 76 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: 13; legacy ones: 1.

How does Alion know the UnitedHealth Group tech stack?

Alion reads every job posting UnitedHealth Group publishes and tags the technologies each one names. The figures on this page count the 875 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, "UnitedHealth Group tech stack: 475 technologies from 875 job postings", as of Oct 14, 2026. https://alion.io/company/unitedhealthgrp/technologies

Licence: CC BY-SA 4.0JSON