IQVIA tech stack
IQVIA builds mostly with SQL, Python, SAS, JavaScript. Its stack also includes GCP, Azure, Snowflake, React.js. GCP is named in 609 of the 1,348 job postings IQVIA published in the last 12 months (45%). Counted by Alion from the job postings of IQVIA, updated Nov 10, 2026.
What programming languages does IQVIA use?
SQL is named in 15% of job postings at IQVIA, followed by Python (13%), SAS (5%), JavaScript (5%).
SQL
207 15%
Python
172 13%
SAS
66 5%
JavaScript
65 5%
C#
42 3%
Java
37 3%
TypeScript
26 2%
Node JS
16 1%
Show all (28)
What frameworks and libraries does IQVIA use?
React.js is named in 2% of job postings at IQVIA, followed by LangChain (1%), FastAPI (1%), Angular (1%).
React.js
32 2%
LangChain
14 1%
FastAPI
12 1%
Angular
12 1%
ASP.NET Core
11 1%
LangGraph
11 1%
Selenium
10 1%
Spring Boot
8 1%
Show all (73)
And 33 more, each named in fewer postings.
What databases does IQVIA use?
Snowflake is named in 4% of job postings at IQVIA, followed by PostgreSQL (2%), Oracle (2%), MS SQL (2%).
Snowflake
53 4%
PostgreSQL
30 2%
Oracle
25 2%
MS SQL
21 2%
MySQL
16 1%
Amazon Redshift
11 1%
ElasticSearch
11 1%
Azure SQL Database
6 <1%
Show all (27)
What cloud and platforms does IQVIA use?
GCP is named in 45% of job postings at IQVIA, followed by Azure (9%), AWS (7%), Power BI (6%).
GCP
609 45%
Azure
119 9%
AWS
95 7%
Power BI
84 6%
Databricks
50 4%
Kubernetes
40 3%
Show all (75)
And 35 more, each named in fewer postings.
What developer tools does IQVIA use?
Microsoft Excel is named in 11% of job postings at IQVIA, followed by Git (4%), Rest API (3%), Docker (3%).
Git
54 4%
Rest API
43 3%
Docker
43 3%
Copilot
40 3%
Terraform
25 2%
Cursor
23 2%
Show all (64)
And 24 more, each named in fewer postings.
What AI and ML technologies does IQVIA use?
LLM is named in 2% of job postings at IQVIA, followed by Claude (1%), ChatGPT (1%), Llama (<1%).
Show all (12)
Which engineering practices does IQVIA ask for?
Good Clinical Practice is named in 19% of job postings at IQVIA, followed by CI/CD (8%), AI Agents (4%), ETL/ELT (4%).
CI/CD
107 8%
AI Agents
55 4%
RAG
35 3%
Show all (87)
And 47 more, each named in fewer postings.
What other technologies does IQVIA use?
Compound is named in 1% of job postings at IQVIA.
Compound
7 1%
What does each IQVIA team work with?
The technologies each team's postings require most often, with the number of postings that require them.
Science & Research
164 postingsBiotech
149 postingsManagement
140 postingsAnalytics
103 postingsSales
97 postingsOperations
87 postingsHow does your stack fit IQVIA?
How much does IQVIA pay by technology?
Median stated pay of the postings that name each technology, against the median of all IQVIA postings with stated pay: $167k across 299 postings.
| Technology | Postings with pay | Median | vs company median |
|---|---|---|---|
| GCP | 162 | $155k | −7% |
| SQL | 32 | $181k | +8% |
| Python | 24 | $216k | +29% |
| AWS | 15 | $232k | +39% |
| SAS | 14 | $257k | +54% |
| Azure | 12 | $233k | +40% |
| Power BI | 10 | $155k | −7% |
| Snowflake | 8 | $237k | +42% |
| LLM | 7 | $279k | +67% |
| Databricks | 7 | $239k | +43% |
How is the IQVIA 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.
How modern is the IQVIA stack?
IQVIA scores 78 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: 12; legacy ones: 1.
How common is the IQVIA stack in its industry?
Share of the 505 companies in the same industries, whose stack Alion knows, that use each technology.
What sets IQVIA apart
Companies with a stack like IQVIA
Questions about the IQVIA tech stack
What programming languages does IQVIA use?
The languages named in IQVIA job postings are SQL (15%), Python (13%), SAS (5%), JavaScript (5%), C# (3%), as a share of the 1,348 postings of the last 12 months.
Does IQVIA use React.js?
Yes. React.js is named in 32 of 1,348 job postings (2%) and required in 25 of them.
What cloud and platforms does IQVIA use?
The cloud and platforms named in IQVIA job postings are GCP (609), Azure (119), AWS (95) (postings in brackets).
What skills do you need for a Science & Research job at IQVIA?
Science & Research postings at IQVIA most often require GCP (104), LIMS (12), Microsoft Excel (11), Veeva (3), out of 164 postings in the last 12 months.
Is the IQVIA tech stack changing?
Yes. Rest-Assured, FDA 510(k), Digital Twin, Wiz first appeared in IQVIA job postings in the last six months.
How modern is the IQVIA tech stack?
IQVIA scores 78 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: 12; legacy ones: 1.
How does Alion know the IQVIA tech stack?
Alion reads every job posting IQVIA publishes and tags the technologies each one names. The figures on this page count the 1,348 postings of the last 12 months and were updated on Nov 10, 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, "IQVIA tech stack: 367 technologies from 1,348 job postings", as of Nov 10, 2026. https://alion.io/company/iqvia/technologies