Genzeon
Revenue Cycle & Medical Billing · Medical AI

Genzeon tech stack

Genzeon builds mostly with Python, SQL, C#, Java. Its stack also includes AWS, Azure, DynamoDB, Snowflake. AWS is named in 14 of the 21 job postings Genzeon published in the last 12 months (67%). Counted by Alion from the job postings of Genzeon, updated Nov 11, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Nov 11, 2026
Technologies in use
96
Postings analysed
21
Open now
13
Modernity
82 /100
New in 6 months
1

What programming languages does Genzeon use?

Python is named in 29% of job postings at Genzeon, followed by SQL (19%), C# (14%), Java (10%).

Python 6 29% required in 100% · 3 open now · since Aug 2026
SQL 4 19% required in 100% · 1 open now · since Jun 2026
C# 3 14% required in 33% · 2 open now · since Aug 2026
Java 2 10% required in 100% · 2 open now · since Aug 2026
PowerShell 2 10% required in 50% · since Sep 2026

What frameworks and libraries does Genzeon use?

PyTorch is named in 14% of job postings at Genzeon, followed by TensorFlow (14%), LangChain (14%), AutoGen (10%).

PyTorch 3 14% required in 100% · 1 open now · since Aug 2026
TensorFlow 3 14% required in 100% · 1 open now · since Aug 2026
LangChain 3 14% required in 67% · 1 open now · since Aug 2026
AutoGen 2 10% required in 100% · 1 open now · since Aug 2026
CrewAI 2 10% required in 100% · 1 open now · since Aug 2026
FAISS 2 10% required in 100% · 1 open now · since Aug 2026
LangGraph 2 10% required in 100% · 1 open now · since Aug 2026
Scikit-learn 2 10% required in 100% · 1 open now · since Aug 2026
Show all (13)
Django1
FastAPI1
Flask1
LlamaIndex1
Pandas1

What databases does Genzeon use?

DynamoDB is named in 19% of job postings at Genzeon, followed by Snowflake (19%), Azure SQL Database (10%), MS SQL (10%).

DynamoDB 4 19% required in 50% · 3 open now · since Jul 2026
Snowflake 4 19% required in 25% · 2 open now · since Aug 2026
Azure SQL Database 2 10% required in 100% · since Sep 2026
MS SQL 2 10% required in 100% · since Sep 2026
Milvus 2 10% required in 100% · 1 open now · since Aug 2026
Pinecone 2 10% required in 100% · 1 open now · since Aug 2026
Weaviate 2 10% required in 100% · 1 open now · since Aug 2026
MySQL 1 5% required in 100% · since Sep 2026
Show all (9)
PostgreSQL1

What cloud and platforms does Genzeon use?

AWS is named in 67% of job postings at Genzeon, followed by Azure (52%), GCP (33%), Apache Kafka (29%).

AWS 14 67% required in 100% · 9 open now · since Jul 2026
Azure 11 52% required in 100% · 6 open now · since Aug 2026
GCP 7 33% required in 100% · 5 open now · since Aug 2026
Apache Kafka 6 29% required in 100% · 5 open now · since Jul 2026
AWS Lambda 5 24% required in 100% · 4 open now · since Jul 2026
Amazon CloudWatch 5 24% required in 100% · 4 open now · since Jul 2026
AWS Step Functions 4 19% required in 100% · 3 open now · since Jul 2026
.NET 3 14% required in 100% · 2 open now · since Aug 2026
Show all (29)
AWS Bedrock3
Kubernetes3
OpenAI3
Azure DevOps2
Hugging Face2
Vertex AI2
API Gateway1
Amazon EC21
Amazon EventBridge1
Datadog1
GitHub Actions1
GitLab CI1
Grafana1
Microsoft Entra ID1
Microsoft Fabric1
New Relic1
Postman1
Power BI1
Sentry1
Windows Server1
Spark1

What developer tools does Genzeon use?

Rest API is named in 33% of job postings at Genzeon, followed by Docker (19%), Semantic Kernel (10%), Azure Data Factory (5%).

Rest API 7 33% required in 100% · 5 open now · since Aug 2026
Docker 4 19% required in 100% · 2 open now · since Aug 2026
Semantic Kernel 2 10% required in 100% · 1 open now · since Aug 2026
Azure Data Factory 1 5% required in 100% · since Sep 2026
Bicep 1 5% required in 100% · since Sep 2026
Claude Code 1 5% required in 100% · 1 open now · since Aug 2026
CloudFormation 1 5% required in 100% · 1 open now · since Oct 2026
Copilot 1 5% required in 100% · 1 open now · since Aug 2026
Show all (19)
Cursor1
Docker Compose1
Jenkins1
SSIS1
SoapUI1
Terraform1
Vault1
pySpark1
FHIR1
HL71
Microsoft Excel1

What AI and ML technologies does Genzeon use?

LLM is named in 29% of job postings at Genzeon, followed by Gemini (5%).

LLM 6 29% required in 100% · 3 open now · since Aug 2026
Gemini 1 5% required in 100% · 1 open now · since Aug 2026

Which engineering practices does Genzeon ask for?

CI/CD is named in 38% of job postings at Genzeon, followed by AI Agents (19%), RAG (19%), Machine Learning (19%).

CI/CD 8 38% required in 75% · 5 open now · since Aug 2026
AI Agents 4 19% required in 100% · 2 open now · since Aug 2026
RAG 4 19% required in 100% · 2 open now · since Aug 2026
Machine Learning 4 19% required in 25% · 2 open now · since Aug 2026
Agentic Workflows 3 14% required in 100% · 2 open now · since Aug 2026
LLM Guardrails 3 14% required in 100% · 2 open now · since Aug 2026
Prompt Engineering 3 14% required in 100% · 1 open now · since Aug 2026
Embeddings 2 10% required in 100% · 1 open now · since Aug 2026
Show all (19)
Fine-tuning2
Function Calling2
LLMOps2
Multi-Agent Systems2
Platform Engineering2
Anomaly Detection1
Blue-Green Deployment1
ETL/ELT1
IAM1
NLP1
Recommender Systems1

What does each Genzeon team work with?

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

AI/ML

4 postings
AWS4
Azure4
LLM4
AWS Bedrock3
GCP3
OpenAI3

Backend

4 postings
AWS4
Rest API3
.NET2
AWS Lambda2
AWS Step Functions2
Amazon CloudWatch2

DevOps

3 postings
AWS2
Azure2
Azure SQL Database2
MS SQL2
SQL2

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How is the Genzeon 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
Azure DevOpsSep 2026

How modern is the Genzeon stack?

Cutting-edge AI adopter 82/100

Genzeon scores 82 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: 2; legacy ones: 0.

How common is the Genzeon stack in its industry?

Share of the 492 companies in the same industries, whose stack Alion knows, that use each technology.

AWS53%
Azure39%
GCP37%
Apache Kafka14%
LLM43%
Python65%
AWS Lambda12%
Amazon CloudWatch8%
AWS Step Functions2%
DynamoDB5%

What sets Genzeon apart

AWS Step Functions2%

Questions about the Genzeon tech stack

What programming languages does Genzeon use?

The languages named in Genzeon job postings are Python (29%), SQL (19%), C# (14%), Java (10%), PowerShell (10%), as a share of the 21 postings of the last 12 months.

Does Genzeon use PyTorch?

Yes. PyTorch is named in 3 of 21 job postings (14%) and required in 3 of them.

What cloud and platforms does Genzeon use?

The cloud and platforms named in Genzeon job postings are AWS (14), Azure (11), GCP (7) (postings in brackets).

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

AI/ML postings at Genzeon most often require AWS (4), Azure (4), LLM (4), AWS Bedrock (3), out of 4 postings in the last 12 months.

Is the Genzeon tech stack changing?

Yes. Azure DevOps first appeared in Genzeon job postings in the last six months.

How modern is the Genzeon tech stack?

Genzeon scores 82 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: 2; legacy ones: 0.

How does Alion know the Genzeon tech stack?

Alion reads every job posting Genzeon publishes and tags the technologies each one names. The figures on this page count the 21 postings of the last 12 months and were updated on Nov 11, 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, "Genzeon tech stack: 96 technologies from 21 job postings", as of Nov 11, 2026. https://alion.io/company/genzeon/technologies

Licence: CC BY-SA 4.0JSON