Veeva Systems tech stack

Veeva Systems builds mostly with Python, SQL, Java, JavaScript. Its stack also includes AWS, GCP, LangChain, FastAPI. Python is named in 90 of the 233 job postings Veeva Systems published in the last 12 months (39%). Counted by Alion from the job postings of Veeva Systems, updated Sep 27, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Sep 27, 2026
Technologies in use
132
Postings analysed
233
Open now
212
Modernity
86 /100
New in 6 months
8

What programming languages does Veeva Systems use?

Python is named in 39% of job postings at Veeva Systems, followed by SQL (39%), Java (12%), JavaScript (12%).

Python 90 39% required in 61% · 77 open now · since Jan 2021
SQL 90 39% required in 57% · 80 open now · since Jul 2021
Java 28 12% required in 86% · 21 open now · since Apr 2021
JavaScript 27 12% required in 37% · 25 open now · since Sep 2022
SAS 7 3% required in 100% · 7 open now · since Jul 2021
Go 4 2% required in 100% · since Aug 2021
Scala 4 2% required in 100% · since Aug 2026
Apex 4 2% required in 25% · 3 open now · since May 2019
Show all (14)
Bash3
C#2
TypeScript2
Groovy2
C++1
PowerShell1

What frameworks and libraries does Veeva Systems use?

LangChain is named in 4% of job postings at Veeva Systems, followed by FastAPI (3%), Rest-Assured (3%), Selenium (3%).

LangChain 10 4% required in 70% · 10 open now · since Jul 2022
FastAPI 8 3% required in 100% · 4 open now · since May 2026
Rest-Assured 7 3% required in 100% · 7 open now · since Feb 2026
Selenium 7 3% required in 43% · 6 open now · since Apr 2021
Pydantic 6 3% required in 100% · 2 open now · since May 2026
Appium 6 3% optional · 5 open now · since Apr 2021
Espresso 6 3% optional · 5 open now · since Apr 2021
React.js 5 2% required in 100% · 5 open now · since Sep 2022
Show all (22)
LangGraph5
Vue.js5
Django4
Playwright4
LlamaIndex3
OpenAI Agents SDK3
Cucumber3
TestNG3
ASP.NET Core2
Cypress2
SQLAlchemy2
Material UI2
XCUITest2
Flask1

What databases does Veeva Systems use?

Oracle is named in 3% of job postings at Veeva Systems, followed by PostgreSQL (3%), MS SQL (1%), DynamoDB (1%).

Oracle 6 3% required in 100% · 6 open now · since Jul 2022
PostgreSQL 6 3% required in 83% · 5 open now · since Jul 2026
MS SQL 3 1% required in 100% · 2 open now · since Feb 2023
DynamoDB 2 1% required in 100% · 2 open now · since May 2024
Snowflake 1 <1% required in 100% · 1 open now · since Apr 2025
ClickHouse 1 <1% optional · 1 open now · since Nov 2025

What cloud and platforms does Veeva Systems use?

AWS is named in 20% of job postings at Veeva Systems, followed by GCP (7%), Power BI (6%), Azure (5%).

AWS 46 20% required in 48% · 40 open now · since Apr 2021
GCP 16 7% required in 38% · 14 open now · since Jul 2022
Power BI 13 6% required in 38% · 13 open now · since Sep 2022
Azure 11 5% optional · 11 open now · since Jan 2023
AWS Lambda 9 4% required in 67% · 8 open now · since May 2026
Tableau 9 4% required in 56% · 9 open now · since Apr 2025
Kubernetes 8 3% required in 100% · 4 open now · since Aug 2021
Postman 8 3% required in 100% · 7 open now · since Apr 2023
Show all (37)
Amazon S37
Amazon ECS6
Windows5
AWS Fargate5
GitLab CI4
Linux4
OpenShift4
Amazon CloudWatch4
API Gateway4
MuleSoft4
Figma4
Amazon EKS3
Anthropic3
GitLab3
Unix3
Okta3
AWS Step Functions3
Airflow3
Grafana3
AWS Bedrock2
Amazon EC22
BrowserStack2
GitHub2
Databricks2
GitHub Actions1
OpenAI1
Windows Server1
Spark1
VMWare1

What developer tools does Veeva Systems use?

Rest API is named in 11% of job postings at Veeva Systems, followed by Git (8%), Claude Code (7%), Jenkins (5%).

Rest API 25 11% required in 64% · 25 open now · since Jul 2022
Git 18 8% required in 94% · 13 open now · since Apr 2021
Claude Code 16 7% required in 25% · 16 open now · since Jan 2021
Jenkins 11 5% required in 82% · 7 open now · since Apr 2021
Microsoft Excel 10 4% required in 90% · 10 open now · since Mar 2021
Terraform 9 4% required in 78% · 5 open now · since May 2024
CloudFormation 7 3% required in 29% · 7 open now · since May 2024
Ansible 6 3% required in 100% · 2 open now · since Aug 2021
Show all (22)
Docker6
Model Context Protocol5
CircleCI4
Informatica4
Prometheus4
Maven4
Azure Data Factory3
A2A2
Chef2
WebSockets2
Alteryx2
Sketch2
Vite2
ArgoCD1

What AI and ML technologies does Veeva Systems use?

LLM is named in 4% of job postings at Veeva Systems, followed by Claude (3%), ChatGPT (<1%).

LLM 9 4% required in 67% · 8 open now · since Nov 2024
Claude 7 3% required in 86% · 7 open now · since Aug 2025
ChatGPT 1 <1% required in 100% · 1 open now · since Nov 2025

Which engineering practices does Veeva Systems ask for?

AI Agents is named in 20% of job postings at Veeva Systems, followed by Machine Learning (11%), Prompt Engineering (10%), CI/CD (9%).

AI Agents 47 20% required in 100% · 45 open now · since May 2019
Machine Learning 25 11% required in 48% · 25 open now · since Jul 2022
Prompt Engineering 24 10% required in 88% · 24 open now · since Jul 2022
CI/CD 20 9% required in 55% · 15 open now · since Apr 2021
Edge AI 13 6% required in 100% · 13 open now · since Aug 2026
ETL/ELT 13 6% required in 69% · 11 open now · since Jul 2022
Master Data Management 12 5% required in 58% · 12 open now · since May 2025
RAG 11 5% required in 82% · 11 open now · since Jul 2022
Show all (28)
Human-in-the-Loop6
LLM Guardrails6
IAM4
SOAP4
Function Calling4
Clean Architecture3
Context Engineering3
Fine-tuning3
Hallucination3
Incident Management3
Multi-Agent Systems3
Agentic Workflows2
Configuration Management2
Embeddings2
SLI/SLO/SLA2
GitOps1
Path Planning1
Platform Engineering1
A/B Testing1
Tool Use1

What does each Veeva Systems team work with?

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

Product

53 postings
Python12
SQL9
LangChain4
LlamaIndex3
A2A2
Model Context Protocol2

Solutions

45 postings
Java6
AWS3
AWS Lambda3
Amazon ECS3
Amazon S33
JavaScript3

Science & Research

26 postings
Python13
SQL12
SAS6
Oracle4
Azure Data Factory3

Analytics

12 postings
SQL7
Python4
Claude3

Backend

11 postings
Python11
FastAPI6
Git6
Pydantic6
Django4
PostgreSQL3

DevOps

10 postings
AWS10
Java7
Python7
Jenkins5
Kubernetes5
Terraform5

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How much does Veeva Systems pay by technology?

Median stated pay of the postings that name each technology, against the median of all Veeva Systems postings with stated pay: $165k across 121 postings.

TechnologyPostings with payMedianvs company median
Python41$165k0%
SQL40$150k−9%
AWS16$150k−9%
GCP12$183k+11%
Java12$175k+6%
Power BI10$150k−9%
Tableau7$125k−24%
LangChain6$175k+6%
Postman6$163k−2%
JavaScript6$150k−9%

How is the Veeva Systems 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
HallucinationSep 2026
A2ASep 2026
UnixAug 2026
BrowserStackAug 2026
XCUITestAug 2026
Azure Data FactoryAug 2026
Edge AIAug 2026
AWS BedrockAug 2026
Rising
Machine Learning3% → 18%
Prompt Engineering3% → 16%
AI Agents14% → 26%
Edge AI0% → 10%
Postman0% → 6%
JavaScript5% → 10%
CI/CD5% → 10%
Claude Code0% → 5%
Falling
SQL43% → 28%
Rest API22% → 10%
AWS Lambda14% → 3%
CloudFormation11% → 1%
Pydantic11% → 1%
Java19% → 11%
ETL/ELT11% → 3%
FastAPI11% → 3%
Not named for 6 months
SLI/SLO/SLAMar 2026
SketchSep 2025

How modern is the Veeva Systems stack?

Cutting-edge AI adopter 86/100

Veeva Systems 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: 3; legacy ones: 0.

How common is the Veeva Systems stack in its industry?

Share of the 2,208 companies in the same industries, whose stack Alion knows, that use each technology.

Python60%
SQL42%
AWS46%
Java20%
JavaScript48%
GCP33%
Power BI13%
Azure35%
LangChain15%
AWS Lambda9%

What sets Veeva Systems apart

Rest-Assured2%
SAS1%
Appium1%
Espresso1%
Oracle4%
Pydantic1%
AWS Fargate2%
API Gateway4%
MuleSoft2%
OpenShift2%

Questions about the Veeva Systems tech stack

What programming languages does Veeva Systems use?

The languages named in Veeva Systems job postings are Python (39%), SQL (39%), Java (12%), JavaScript (12%), SAS (3%), as a share of the 233 postings of the last 12 months.

Does Veeva Systems use LangChain?

Yes. LangChain is named in 10 of 233 job postings (4%) and required in 7 of them.

What cloud and platforms does Veeva Systems use?

The cloud and platforms named in Veeva Systems job postings are AWS (46), GCP (16), Power BI (13) (postings in brackets).

What skills do you need for a Product job at Veeva Systems?

Product postings at Veeva Systems most often require Python (12), SQL (9), LangChain (4), LlamaIndex (3), out of 53 postings in the last 12 months.

Is the Veeva Systems tech stack changing?

Yes. Hallucination, A2A, Unix, BrowserStack first appeared in Veeva Systems job postings in the last six months.

How modern is the Veeva Systems tech stack?

Veeva Systems 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: 3; legacy ones: 0.

How does Alion know the Veeva Systems tech stack?

Alion reads every job posting Veeva Systems publishes and tags the technologies each one names. The figures on this page count the 233 postings of the last 12 months and were updated on Sep 27, 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, "Veeva Systems tech stack: 132 technologies from 233 job postings", as of Sep 27, 2026. https://alion.io/company/veeva-systems/technologies

Licence: CC BY-SA 4.0JSON