Roche tech stack
Roche builds mostly with Python, SQL, JavaScript, TypeScript. Its stack also includes AWS, Azure, Snowflake, LangChain. Python is named in 159 of the 481 job postings Roche published in the last 12 months (33%). Counted by Alion from the job postings of Roche, updated Sep 28, 2026.
What programming languages does Roche use?
Python is named in 33% of job postings at Roche, followed by SQL (15%), JavaScript (9%), TypeScript (7%).
Python
159 33%
SQL
74 15%
JavaScript
45 9%
TypeScript
32 7%
Java
22 5%
PowerShell
22 5%
ABAP
21 4%
Apex
16 3%
Show all (29)
What frameworks and libraries does Roche use?
LangChain is named in 6% of job postings at Roche, followed by LangGraph (4%), React.js (3%), Angular (2%).
LangChain
30 6%
LangGraph
19 4%
React.js
15 3%
Angular
12 2%
FastAPI
12 2%
PyTorch
12 2%
Rest-Assured
11 2%
AutoGen
10 2%
Show all (102)
And 62 more, each named in fewer postings.
What databases does Roche use?
Snowflake is named in 9% of job postings at Roche, followed by PostgreSQL (4%), OpenSearch (4%), Neo4j (2%).
Snowflake
41 9%
PostgreSQL
17 4%
OpenSearch
17 4%
Neo4j
8 2%
DynamoDB
7 1%
MySQL
7 1%
Amazon Aurora
7 1%
Pinecone
7 1%
Show all (23)
What cloud and platforms does Roche use?
AWS is named in 26% of job postings at Roche, followed by Azure (14%), GCP (14%), GitHub (10%).
AWS
126 26%
Azure
69 14%
GCP
68 14%
GitHub
46 10%
Kubernetes
37 8%
GitLab
37 8%
Tableau
34 7%
Show all (105)
And 65 more, each named in fewer postings.
What developer tools does Roche use?
Docker is named in 11% of job postings at Roche, followed by Terraform (10%), Git (9%), Model Context Protocol (7%).
Docker
52 11%
Terraform
47 10%
Git
44 9%
Model Context Protocol
34 7%
Ansible
29 6%
Rest API
24 5%
Jenkins
19 4%
Claude Code
18 4%
Show all (85)
And 45 more, each named in fewer postings.
What AI and ML technologies does Roche use?
LLM is named in 10% of job postings at Roche, followed by Claude (3%), ChatGPT (1%), Gemini (1%).
Which engineering practices does Roche ask for?
CI/CD is named in 28% of job postings at Roche, followed by AI Agents (20%), Machine Learning (12%), RAG (10%).
CI/CD
136 28%
AI Agents
98 20%
RAG
49 10%
Prompt Engineering
31 6%
Platform Engineering
28 6%
Show all (83)
And 43 more, each named in fewer postings.
What other technologies does Roche use?
Kotlin Coroutines is named in <1% of job postings at Roche.
Kotlin Coroutines
1 <1%
What does each Roche team work with?
The technologies each team's postings require most often, with the number of postings that require them.
Data Science
39 postingsDevOps
36 postingsSecurity
35 postingsBackend
31 postingsAnalytics
31 postingsSolutions
30 postingsHow does your stack fit Roche?
How much does Roche pay by technology?
Median stated pay of the postings that name each technology, against the median of all Roche postings with stated pay: $147k across 61 postings.
| Technology | Postings with pay | Median | vs company median |
|---|---|---|---|
| Python | 19 | $191k | +30% |
| AWS | 10 | $191k | +30% |
| Azure | 7 | $220k | +50% |
| Linux | 6 | $268k | +83% |
| Windows | 6 | $223k | +52% |
| JavaScript | 6 | $151k | +3% |
| GCP | 5 | $220k | +50% |
| TypeScript | 5 | $112k | −24% |
How is the Roche 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 Roche stack?
Roche 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: 5; legacy ones: 1.
How common is the Roche stack in its industry?
Share of the 754 companies in the same industries, whose stack Alion knows, that use each technology.
What sets Roche apart
Companies with a stack like Roche
Questions about the Roche tech stack
What programming languages does Roche use?
The languages named in Roche job postings are Python (33%), SQL (15%), JavaScript (9%), TypeScript (7%), Java (5%), as a share of the 481 postings of the last 12 months.
Does Roche use LangChain?
Yes. LangChain is named in 30 of 481 job postings (6%) and required in 23 of them.
What cloud and platforms does Roche use?
The cloud and platforms named in Roche job postings are AWS (126), Azure (69), GCP (68) (postings in brackets).
What skills do you need for a Data Science job at Roche?
Data Science postings at Roche most often require Python (29), AWS (21), SQL (12), Azure (10), out of 39 postings in the last 12 months.
Is the Roche tech stack changing?
Yes. Dagster, Feature Store, LocalAI, Hadoop first appeared in Roche job postings in the last six months.
How modern is the Roche tech stack?
Roche 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: 5; legacy ones: 1.
How does Alion know the Roche tech stack?
Alion reads every job posting Roche publishes and tags the technologies each one names. The figures on this page count the 481 postings of the last 12 months and were updated on Sep 28, 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, "Roche tech stack: 433 technologies from 481 job postings", as of Sep 28, 2026. https://alion.io/company/roche/technologies