Optum tech stack

Optum builds mostly with Python, SQL, Java, Node JS. Its stack also includes AWS, Azure, PyTorch, Spring Boot. AWS is named in 9 of the 13 job postings Optum published in the last 12 months (69%). Counted by Alion from the job postings of Optum, updated Sep 26, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Sep 26, 2026
Technologies in use
124
Postings analysed
13
Open now
13
Modernity
86 /100

What programming languages does Optum use?

Python is named in 62% of job postings at Optum, followed by SQL (46%), Java (23%), Node JS (23%).

Python 8 62% required in 88% · 8 open now · since Jul 2026
SQL 6 46% required in 100% · 6 open now · since Aug 2026
Java 3 23% required in 67% · 3 open now · since Aug 2026
Node JS 3 23% required in 67% · 3 open now · since Jul 2026
JavaScript 3 23% optional · 3 open now · since Jul 2026
Groovy 2 15% optional · 2 open now · since Sep 2026

What frameworks and libraries does Optum use?

PyTorch is named in 23% of job postings at Optum, followed by Spring Boot (23%), FAISS (15%), React.js (15%).

PyTorch 3 23% required in 100% · 3 open now · since Sep 2026
Spring Boot 3 23% required in 100% · 3 open now · since Aug 2026
FAISS 2 15% required in 100% · 2 open now · since Aug 2026
React.js 2 15% required in 100% · 2 open now · since Sep 2026
TensorFlow 2 15% required in 100% · 2 open now · since Sep 2026
Playwright 2 15% optional · 2 open now · since Sep 2026
Selenium 2 15% optional · 2 open now · since Sep 2026
Accelerate 1 8% required in 100% · 1 open now · since Sep 2026
Show all (16)
AutoGen1
CrewAI1
LangChain1
LangGraph1
NCCL1
NumPy1
Transformers1
Cypress1

What databases does Optum use?

Cassandra is named in 15% of job postings at Optum, followed by MySQL (15%), Delta Lake (15%), Apache Iceberg (8%).

Cassandra 2 15% required in 100% · 2 open now · since Sep 2026
MySQL 2 15% required in 100% · 2 open now · since Sep 2026
Delta Lake 2 15% required in 50% · 2 open now · since Sep 2026
Apache Iceberg 1 8% required in 100% · 1 open now · since Sep 2026
Chroma 1 8% required in 100% · 1 open now · since Aug 2026
Milvus 1 8% required in 100% · 1 open now · since Sep 2026
Oracle 1 8% required in 100% · 1 open now · since Aug 2026
Pinecone 1 8% required in 100% · 1 open now · since Aug 2026
Show all (9)
Weaviate1

What cloud and platforms does Optum use?

AWS is named in 69% of job postings at Optum, followed by Azure (46%), Kubernetes (38%), AWS Lambda (31%).

AWS 9 69% required in 100% · 9 open now · since Aug 2026
Azure 6 46% required in 83% · 6 open now · since Jul 2026
Kubernetes 5 38% required in 40% · 5 open now · since Sep 2026
AWS Lambda 4 31% required in 100% · 4 open now · since Sep 2026
GitHub 3 23% required in 33% · 3 open now · since Jul 2026
AWS Bedrock 2 15% required in 100% · 2 open now · since Aug 2026
AWS Step Functions 2 15% required in 100% · 2 open now · since Sep 2026
Amazon S3 2 15% required in 100% · 2 open now · since Sep 2026
Show all (30)
Databricks2
OpenAI2
Figma2
Apache Kafka2
Fortify2
API Gateway1
Amazon CloudWatch1
Amazon ECS1
Amazon EKS1
Amazon EventBridge1
Amazon SageMaker1
Anthropic1
GCP1
MLFlow1
Spark1
Vertex AI1
Azure DevOps1
Datadog1
GitHub Actions1
GitLab CI1
Grafana1
LangSmith1

What developer tools does Optum use?

Docker is named in 38% of job postings at Optum, followed by Terraform (31%), Jenkins (31%), Rest API (23%).

Docker 5 38% required in 20% · 5 open now · since Sep 2026
Terraform 4 31% required in 100% · 4 open now · since Sep 2026
Jenkins 4 31% optional · 4 open now · since Sep 2026
Rest API 3 23% required in 100% · 3 open now · since Aug 2026
Git 3 23% required in 33% · 3 open now · since Sep 2026
Gradle 2 15% required in 100% · 2 open now · since Sep 2026
Maven 2 15% required in 100% · 2 open now · since Sep 2026
OpenAI Codex 2 15% required in 100% · 2 open now · since Jul 2026
Show all (23)
Claude Code2
JMeter2
CloudFormation1
Copilot1
Cursor1
InfiniBand1
Model Context Protocol1
Semantic Kernel1
pySpark1
Ansible1
Chef1
DVC1
Packer1
Prometheus1
Sketch1

What AI and ML technologies does Optum use?

LLM is named in 31% of job postings at Optum, followed by BERT (8%), Claude (8%), Gemini (8%).

LLM 4 31% required in 50% · 4 open now · since Jul 2026
BERT 1 8% required in 100% · 1 open now · since Sep 2026
Claude 1 8% required in 100% · 1 open now · since Jul 2026
Gemini 1 8% required in 100% · 1 open now · since Sep 2026
LoRA 1 8% required in 100% · 1 open now · since Sep 2026
Mistral 1 8% required in 100% · 1 open now · since Sep 2026
QLoRA 1 8% required in 100% · 1 open now · since Sep 2026
Qwen 1 8% required in 100% · 1 open now · since Sep 2026
Show all (9)
PEFT1

Which engineering practices does Optum ask for?

CI/CD is named in 54% of job postings at Optum, followed by Machine Learning (38%), RAG (31%), AI Agents (31%).

CI/CD 7 54% required in 71% · 7 open now · since Aug 2026
Machine Learning 5 38% required in 80% · 5 open now · since Aug 2026
RAG 4 31% required in 100% · 4 open now · since Aug 2026
AI Agents 4 31% required in 75% · 4 open now · since Aug 2026
Hallucination 2 15% required in 100% · 2 open now · since Aug 2026
NLP 2 15% required in 100% · 2 open now · since Sep 2026
Prompt Engineering 2 15% required in 100% · 2 open now · since Aug 2026
Reinforcement Learning 2 15% required in 100% · 2 open now · since Sep 2026
Show all (31)
LLM Guardrails2
Agentic Workflows1
DPO1
Embeddings1
Fine-tuning1
GRPO1
GraphRAG1
Human-in-the-Loop1
IAM1
Incident Management1
Knowledge Graph1
OCR1
PPO1
RLAIF1
RLHF1
SFT1
SOAP1
Semantic Search1
Semantic Search1
Structured Outputs1
Tool Use1
AIOps1
Configuration Management1

What does each Optum team work with?

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

Backend

3 postings
AWS3
AWS Lambda3
Cassandra2
Gradle2
Kubernetes2
Maven2

AI/ML

3 postings
Python3
AWS2
Azure2
FAISS2
OpenAI2
PyTorch2

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How modern is the Optum stack?

Cutting-edge AI adopter 86/100

Optum scores 86 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: 9; legacy ones: 0.

How common is the Optum stack in its industry?

Share of the 528 companies in the same industries, whose stack Alion knows, that use each technology.

AWS46%
Python54%
Azure31%
SQL56%
Kubernetes28%
AWS Lambda11%
LLM36%
GitHub21%
Java20%
JavaScript45%

Questions about the Optum tech stack

What programming languages does Optum use?

The languages named in Optum job postings are Python (62%), SQL (46%), Java (23%), Node JS (23%), JavaScript (23%), as a share of the 13 postings of the last 12 months.

Does Optum use PyTorch?

Yes. PyTorch is named in 3 of 13 job postings (23%) and required in 3 of them.

What cloud and platforms does Optum use?

The cloud and platforms named in Optum job postings are AWS (9), Azure (6), Kubernetes (5) (postings in brackets).

What skills do you need for a Backend job at Optum?

Backend postings at Optum most often require AWS (3), AWS Lambda (3), Cassandra (2), Gradle (2), out of 3 postings in the last 12 months.

Is the Optum tech stack changing?

No new technology has appeared in Optum job postings in the last six months.

How modern is the Optum tech stack?

Optum scores 86 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: 9; legacy ones: 0.

How does Alion know the Optum tech stack?

Alion reads every job posting Optum publishes and tags the technologies each one names. The figures on this page count the 13 postings of the last 12 months and were updated on Sep 26, 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, "Optum tech stack: 124 technologies from 13 job postings", as of Sep 26, 2026. https://alion.io/company/optum/technologies

Licence: CC BY-SA 4.0JSON