Veeva Systems
Data Providers & Datasets · Clinical Trial Software

Veeva Systems tech stack

Veeva Systems builds mostly with SQL, Python, Java, JavaScript. Its stack also includes AWS, GCP, LangChain, LlamaIndex. SQL is named in 119 of the 613 job postings Veeva Systems published in the last 12 months (19%). Counted by Alion from the job postings of Veeva Systems, updated Nov 11, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Nov 11, 2026
Technologies in use
167
Postings analysed
613
Open now
467
Modernity
84 /100
New in 6 months
8

What programming languages does Veeva Systems use?

SQL is named in 19% of job postings at Veeva Systems, followed by Python (19%), Java (6%), JavaScript (6%).

SQL 119 19% required in 65% · 83 open now · since Jul 2021
Python 117 19% required in 62% · 74 open now · since Jan 2021
Java 38 6% required in 84% · 18 open now · since Apr 2021
JavaScript 37 6% required in 32% · 31 open now · since Sep 2022
SAS 12 2% required in 100% · 12 open now · since Jul 2021
SPSS 5 1% required in 100% · 5 open now · since Oct 2026
Go 4 1% required in 100% · since Aug 2021
Scala 4 1% required in 100% · since Aug 2026
Show all (17)
Bash4
Apex4
C#3
TypeScript3
Groovy2
C++1
Node JS1
PowerShell1
Rust1

What frameworks and libraries does Veeva Systems use?

LangChain is named in 3% of job postings at Veeva Systems, followed by LlamaIndex (2%), Selenium (2%), Rest-Assured (1%).

LangChain 20 3% required in 75% · 19 open now · since Jul 2022
LlamaIndex 11 2% required in 82% · 11 open now · since Jul 2022
Selenium 11 2% required in 27% · 10 open now · since Apr 2021
Rest-Assured 9 1% required in 100% · 7 open now · since Feb 2026
FastAPI 9 1% required in 89% · 6 open now · since May 2026
React.js 8 1% required in 100% · 6 open now · since Sep 2022
Vue.js 8 1% required in 50% · 8 open now · since Sep 2022
Playwright 8 1% required in 25% · 8 open now · since Jul 2026
Show all (27)
Pydantic6
Appium6
Cucumber6
Espresso6
LangGraph5
TestNG5
ASP.NET Core3
OpenAI Agents SDK3
Cypress3
Django3
Polars3
XCUITest3
SQLAlchemy2
Material UI2
Flask1
Pinia1
Spring Boot1
Vuex1
pgvector1

What databases does Veeva Systems use?

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

Oracle 8 1% required in 100% · 6 open now · since Jul 2022
PostgreSQL 7 1% required in 86% · 6 open now · since Jul 2026
MS SQL 4 1% required in 100% · 3 open now · since Feb 2023
MySQL 3 <1% required in 100% · 1 open now · since Jan 2021
Snowflake 3 <1% required in 33% · 3 open now · since Apr 2025
Amazon Redshift 3 <1% optional · 3 open now · since Apr 2025
DynamoDB 2 <1% required in 100% · since May 2024
Redis 1 <1% required in 100% · 1 open now · since Nov 2026
Show all (12)
ClickHouse1
ElasticSearch1
Milvus1
Pinecone1

What cloud and platforms does Veeva Systems use?

AWS is named in 9% of job postings at Veeva Systems, followed by GCP (4%), Power BI (2%), Azure (2%).

AWS 56 9% required in 50% · 36 open now · since Apr 2021
GCP 24 4% required in 25% · 14 open now · since Jul 2022
Power BI 13 2% required in 54% · 5 open now · since Sep 2022
Azure 11 2% optional · 11 open now · since Jan 2023
Kubernetes 10 2% required in 90% · 2 open now · since Aug 2021
AWS Lambda 10 2% required in 60% · 1 open now · since May 2026
Postman 9 1% required in 100% · 9 open now · since Apr 2023
Amazon S3 9 1% required in 78% · 3 open now · since Apr 2021
Show all (40)
Tableau7
Amazon ECS7
Linux6
GitLab CI6
Windows6
Unix5
Amazon EKS5
AWS Fargate5
GitLab4
OpenShift4
Amazon CloudWatch4
API Gateway4
Databricks4
MuleSoft4
Airflow4
Grafana4
Anthropic3
BrowserStack3
OpenAI3
Amazon EC23
Okta3
AWS Step Functions3
Figma3
AWS Bedrock2
GitHub2
Apache Kafka1
Dify1
GitHub Actions1
RabbitMQ1
Windows Server1
Spark1
VMWare1

What developer tools does Veeva Systems use?

Veeva is named in 90% of job postings at Veeva Systems, followed by Rest API (5%), LIMS (4%), Git (3%).

Veeva 552 90% required in 91% · 454 open now · since May 2019
Rest API 29 5% required in 69% · 21 open now · since Jul 2022
LIMS 26 4% required in 81% · 20 open now · since Oct 2022
Git 20 3% required in 90% · 15 open now · since Apr 2021
Microsoft Excel 20 3% required in 85% · 8 open now · since Mar 2021
Claude Code 18 3% required in 28% · 15 open now · since Jan 2021
Jenkins 13 2% required in 69% · 6 open now · since Apr 2021
Terraform 9 1% required in 78% · 3 open now · since May 2024
Show all (31)
CloudFormation7
Docker6
Ansible5
Model Context Protocol5
Medidata Rave5
Maven5
Prometheus5
CircleCI4
Informatica4
Azure Data Factory3
A2A2
ArgoCD2
Chef2
Copilot2
WebSockets2
Alteryx2
TestRail2
Vite2
Canva1
Cursor1
Semantic Kernel1
FHIR1
HL71

What AI and ML technologies does Veeva Systems use?

LLM is named in 2% of job postings at Veeva Systems, followed by Claude (2%), ChatGPT (<1%), Falcon (<1%).

LLM 13 2% required in 62% · 11 open now · since Nov 2024
Claude 11 2% required in 73% · 7 open now · since Aug 2025
ChatGPT 2 <1% required in 100% · 1 open now · since Nov 2025
Falcon 1 <1% required in 100% · 1 open now · since Oct 2026

Which engineering practices does Veeva Systems ask for?

AI Agents is named in 8% of job postings at Veeva Systems, followed by Prompt Engineering (6%), Machine Learning (6%), CI/CD (4%).

AI Agents 51 8% required in 100% · 37 open now · since May 2019
Prompt Engineering 35 6% required in 86% · 24 open now · since Jul 2022
Machine Learning 35 6% required in 46% · 24 open now · since Jul 2022
CI/CD 25 4% required in 52% · 12 open now · since Apr 2021
ETL/ELT 20 3% required in 50% · 15 open now · since Jul 2022
RAG 17 3% required in 82% · 15 open now · since Jul 2022
Master Data Management 15 2% required in 53% · 15 open now · since Apr 2025
Fine-tuning 10 2% required in 100% · 10 open now · since Jul 2022
Show all (36)
GMP9
EU MDR7
Human-in-the-Loop7
IVDR7
SOAP7
LLM Guardrails6
CAPA6
Function Calling6
CDISC6
IAM5
Agentic Workflows4
Context Engineering4
Hallucination4
ISO 134854
Clean Architecture3
Configuration Management3
Incident Management3
Multi-Agent Systems3
A/B Testing3
21 CFR Part 113
Embeddings2
GitOps2
NLP2
Semantic Search2
Sentiment Analysis2
Path Planning1
Platform Engineering1
Verification & Validation1

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.

Solutions

90 postings
Veeva90
LIMS7
SQL7
Java6
SAS5
SPSS5

Product

89 postings
Veeva67
Python17
LangChain11
SQL9
LlamaIndex8
LIMS5

Science & Research

73 postings
Veeva68
Python12
SQL12
SAS6
Medidata Rave4
Oracle4

Marketing

50 postings
Veeva30
Microsoft Excel3

Customer Success

35 postings
Veeva34
LIMS6

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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 360 postings.

TechnologyPostings with payMedianvs company median
Python56$162k−2%
SQL56$140k−15%
GCP20$300k+82%
AWS20$150k−9%
Java17$175k+6%
LangChain12$200k+21%
JavaScript11$150k−9%
Power BI10$125k−24%
LlamaIndex8$200k+21%
Claude8$175k+6%

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
Semantic SearchOct 2026
CopilotOct 2026
NLPOct 2026
Sentiment AnalysisOct 2026
SPSSOct 2026
HallucinationSep 2026
A2ASep 2026
UnixAug 2026
Rising
JavaScript4% → 7%
LangChain2% → 5%
SAS1% → 4%
LlamaIndex0% → 3%
Fine-tuning0% → 3%
React.js0% → 3%
Falling
AI Agents15% → 6%
Python23% → 15%
Human-in-the-Loop4% → 0%
Git5% → 2%
Jenkins4% → 1%
GMP4% → 1%
Pydantic3% → 0%
Not named for 6 months
AWS Step FunctionsMay 2026
Amazon RedshiftJan 2026
PolarsJan 2026
ChefApr 2026
DynamoDBApr 2026
GitHubApr 2026
GroovyApr 2026

How modern is the Veeva Systems stack?

Cutting-edge AI adopter 84/100

Veeva Systems scores 84 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: 4; legacy ones: 0.

How common is the Veeva Systems stack in its industry?

Share of the 545 companies in the same industries, whose stack Alion knows, that use each technology.

SQL49%
Python50%
AWS42%
Java23%
JavaScript47%
GCP27%
LangChain12%
LLM31%
Power BI14%
SAS4%

What sets Veeva Systems apart

SAS4%
Rest-Assured4%
Appium2%
Cucumber2%
Espresso1%
Pydantic2%
AWS Fargate3%
SPSS1%
TestNG2%
Airflow4%

Questions about the Veeva Systems tech stack

What programming languages does Veeva Systems use?

The languages named in Veeva Systems job postings are SQL (19%), Python (19%), Java (6%), JavaScript (6%), SAS (2%), as a share of the 613 postings of the last 12 months.

Does Veeva Systems use LangChain?

Yes. LangChain is named in 20 of 613 job postings (3%) and required in 15 of them.

What cloud and platforms does Veeva Systems use?

The cloud and platforms named in Veeva Systems job postings are AWS (56), GCP (24), Power BI (13) (postings in brackets).

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

Solutions postings at Veeva Systems most often require Veeva (90), LIMS (7), SQL (7), Java (6), out of 90 postings in the last 12 months.

Is the Veeva Systems tech stack changing?

Yes. Semantic Search, Copilot, NLP, Sentiment Analysis first appeared in Veeva Systems job postings in the last six months.

How modern is the Veeva Systems tech stack?

Veeva Systems scores 84 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: 4; 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 613 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, "Veeva Systems tech stack: 167 technologies from 613 job postings", as of Nov 11, 2026. https://alion.io/company/veeva-systems/technologies

Licence: CC BY-SA 4.0JSON