Novartis tech stack
Novartis builds mostly with Python, JavaScript, Node JS, SQL. Its stack also includes GCP, Power BI, Snowflake, Pandas. Python is named in 131 of the 811 job postings Novartis published in the last 12 months (16%). Counted by Alion from the job postings of Novartis, updated Nov 10, 2026.
What programming languages does Novartis use?
Python is named in 16% of job postings at Novartis, followed by JavaScript (14%), Node JS (13%), SQL (9%).
Python
131 16%
JavaScript
117 14%
Node JS
108 13%
SQL
71 9%
TypeScript
6 1%
SAS
5 1%
Apex
5 1%
Java
4 <1%
Show all (18)
What frameworks and libraries does Novartis use?
Pandas is named in 3% of job postings at Novartis, followed by PyTorch (2%), LangGraph (1%), LangChain (1%).
Pandas
27 3%
PyTorch
15 2%
LangGraph
9 1%
LangChain
9 1%
React.js
6 1%
CrewAI
4 <1%
JAX
3 <1%
Show all (33)
What databases does Novartis use?
Snowflake is named in 4% of job postings at Novartis, followed by Salesforce Data Cloud (1%), Google BigQuery (<1%), MS SQL (<1%).
Snowflake
35 4%
Google BigQuery
4 <1%
MS SQL
3 <1%
Delta Lake
2 <1%
DynamoDB
2 <1%
OpenSearch
2 <1%
PostgreSQL
2 <1%
Show all (10)
What cloud and platforms does Novartis use?
GCP is named in 6% of job postings at Novartis, followed by Power BI (6%), AWS (4%), Azure (3%).
GCP
51 6%
Power BI
47 6%
AWS
32 4%
Azure
27 3%
Databricks
17 2%
Tableau
12 1%
Show all (57)
And 17 more, each named in fewer postings.
What developer tools does Novartis use?
Copilot is named in 3% of job postings at Novartis, followed by Microsoft Excel (3%), Veeva (2%), Model Context Protocol (2%).
Copilot
26 3%
Model Context Protocol
16 2%
Git
12 1%
Show all (39)
What AI and ML technologies does Novartis use?
LLM is named in 3% of job postings at Novartis, followed by Claude (1%), ChatGPT (<1%), Gemini (<1%).
Which engineering practices does Novartis ask for?
Machine Learning is named in 27% of job postings at Novartis, followed by GMP (17%), CAPA (11%), AI Agents (10%).
AI Agents
83 10%
Time Series
75 9%
CI/CD
32 4%
NLP
30 4%
Show all (84)
And 44 more, each named in fewer postings.
What does each Novartis team work with?
The technologies each team's postings require most often, with the number of postings that require them.
Marketing
110 postingsIndustrial Engineering
97 postingsScience & Research
92 postingsAI/ML
79 postingsLeadership
77 postingsOperations
47 postingsHow does your stack fit Novartis?
How much does Novartis pay by technology?
Median stated pay of the postings that name each technology, against the median of all Novartis postings with stated pay: $183k across 482 postings.
| Technology | Postings with pay | Median | vs company median |
|---|---|---|---|
| Python | 69 | $192k | +5% |
| SQL | 42 | $192k | +5% |
| GCP | 29 | $188k | +2% |
| Pandas | 20 | $192k | +5% |
| Snowflake | 19 | $270k | +48% |
| Power BI | 17 | $173k | −6% |
| LLM | 15 | $209k | +14% |
| PyTorch | 11 | $192k | +5% |
| AWS | 11 | $179k | −3% |
| Databricks | 10 | $211k | +15% |
How is the Novartis 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 Novartis stack?
Novartis scores 77 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: 6; legacy ones: 1.
How common is the Novartis stack in its industry?
Share of the 570 companies in the same industries, whose stack Alion knows, that use each technology.
What sets Novartis apart
Companies with a stack like Novartis
Questions about the Novartis tech stack
What programming languages does Novartis use?
The languages named in Novartis job postings are Python (16%), JavaScript (14%), Node JS (13%), SQL (9%), TypeScript (1%), as a share of the 811 postings of the last 12 months.
Does Novartis use Pandas?
Yes. Pandas is named in 27 of 811 job postings (3%) and required in 7 of them.
What cloud and platforms does Novartis use?
The cloud and platforms named in Novartis job postings are GCP (51), Power BI (47), AWS (32) (postings in brackets).
What skills do you need for a Marketing job at Novartis?
Marketing postings at Novartis most often require JavaScript (31), Node JS (31), out of 110 postings in the last 12 months.
Is the Novartis tech stack changing?
Yes. Microsoft Fabric, Cortex XDR, Cortex XSOAR, GitHub Actions first appeared in Novartis job postings in the last six months.
How modern is the Novartis tech stack?
Novartis scores 77 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: 6; legacy ones: 1.
How does Alion know the Novartis tech stack?
Alion reads every job posting Novartis publishes and tags the technologies each one names. The figures on this page count the 811 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, "Novartis tech stack: 247 technologies from 811 job postings", as of Nov 10, 2026. https://alion.io/company/novartis/technologies