AstraZeneca tech stack
AstraZeneca builds mostly with Python, SQL, JavaScript, TypeScript. Its stack also includes AWS, GCP, Snowflake, PyTorch. Python is named in 251 of the 980 job postings AstraZeneca published in the last 12 months (26%). Counted by Alion from the job postings of AstraZeneca, updated Nov 10, 2026.
What programming languages does AstraZeneca use?
Python is named in 26% of job postings at AstraZeneca, followed by SQL (12%), JavaScript (5%), TypeScript (4%).
Python
251 26%
SQL
118 12%
JavaScript
47 5%
TypeScript
36 4%
Java
24 2%
Node JS
17 2%
PowerShell
17 2%
SAS
17 2%
Show all (25)
What frameworks and libraries does AstraZeneca use?
PyTorch is named in 5% of job postings at AstraZeneca, followed by LangChain (3%), TensorFlow (3%), React.js (2%).
PyTorch
49 5%
LangChain
30 3%
TensorFlow
29 3%
React.js
21 2%
LlamaIndex
15 2%
Scikit-learn
13 1%
LangGraph
13 1%
FastAPI
10 1%
Show all (77)
And 37 more, each named in fewer postings.
What databases does AstraZeneca use?
Snowflake is named in 6% of job postings at AstraZeneca, followed by Amazon Redshift (1%), PostgreSQL (1%), DynamoDB (1%).
Snowflake
54 6%
Amazon Redshift
14 1%
PostgreSQL
13 1%
DynamoDB
9 1%
Amazon Aurora
4 <1%
Apache Iceberg
4 <1%
OpenSearch
4 <1%
Delta Lake
4 <1%
Show all (19)
What cloud and platforms does AstraZeneca use?
AWS is named in 17% of job postings at AstraZeneca, followed by GCP (15%), Power BI (14%), Azure (10%).
AWS
162 17%
GCP
148 15%
Power BI
135 14%
Azure
95 10%
Kubernetes
65 7%
GitHub
41 4%
Databricks
41 4%
GitHub Actions
37 4%
Show all (94)
And 54 more, each named in fewer postings.
What developer tools does AstraZeneca use?
Copilot is named in 6% of job postings at AstraZeneca, followed by Docker (5%), Git (5%), Microsoft Excel (5%).
Copilot
57 6%
Docker
48 5%
Git
46 5%
Terraform
33 3%
Show all (79)
And 39 more, each named in fewer postings.
What AI and ML technologies does AstraZeneca use?
LLM is named in 9% of job postings at AstraZeneca, followed by Claude (2%), ChatGPT (1%), Gemini (1%).
LLM
89 9%
Claude
21 2%
ChatGPT
11 1%
Gemini
5 1%
Stable Diffusion
4 <1%
CLIP
3 <1%
DeepSeek
3 <1%
Qwen
3 <1%
Show all (14)
Which engineering practices does AstraZeneca ask for?
Machine Learning is named in 20% of job postings at AstraZeneca, followed by AI Agents (18%), GMP (18%), CI/CD (13%).
AI Agents
178 18%
CI/CD
128 13%
RAG
69 7%
Multimodal AI
61 6%
Show all (118)
And 78 more, each named in fewer postings.
What other technologies does AstraZeneca use?
CDS Views is named in <1% of job postings at AstraZeneca, followed by ABAP on HANA (<1%).
What does each AstraZeneca team work with?
The technologies each team's postings require most often, with the number of postings that require them.
Leadership
141 postingsScience & Research
122 postingsIndustrial Engineering
87 postingsOperations
64 postingsAnalytics
56 postingsAI/ML
52 postingsHow does your stack fit AstraZeneca?
How much does AstraZeneca pay by technology?
Median stated pay of the postings that name each technology, against the median of all AstraZeneca postings with stated pay: $199k across 303 postings.
| Technology | Postings with pay | Median | vs company median |
|---|---|---|---|
| Python | 71 | $187k | −6% |
| GCP | 48 | $213k | +7% |
| AWS | 35 | $208k | +4% |
| SQL | 29 | $217k | +9% |
| LLM | 26 | $221k | +11% |
| Power BI | 25 | $199k | 0% |
| Azure | 16 | $199k | 0% |
| PyTorch | 14 | $202k | +2% |
| Kubernetes | 11 | $190k | −5% |
| TensorFlow | 11 | $190k | −5% |
How is the AstraZeneca 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 AstraZeneca stack?
AstraZeneca 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: 14; legacy ones: 1.
How common is the AstraZeneca stack in its industry?
Share of the 465 companies in the same industries, whose stack Alion knows, that use each technology.
What sets AstraZeneca apart
Companies with a stack like AstraZeneca
Questions about the AstraZeneca tech stack
What programming languages does AstraZeneca use?
The languages named in AstraZeneca job postings are Python (26%), SQL (12%), JavaScript (5%), TypeScript (4%), Java (2%), as a share of the 980 postings of the last 12 months.
Does AstraZeneca use PyTorch?
Yes. PyTorch is named in 49 of 980 job postings (5%) and required in 43 of them.
What cloud and platforms does AstraZeneca use?
The cloud and platforms named in AstraZeneca job postings are AWS (162), GCP (148), Power BI (135) (postings in brackets).
What skills do you need for a Leadership job at AstraZeneca?
Leadership postings at AstraZeneca most often require Python (32), LLM (25), AWS (24), GCP (19), out of 141 postings in the last 12 months.
Is the AstraZeneca tech stack changing?
Yes. Wi-Fi, Adobe Illustrator, Adobe After Effects, Model Distillation first appeared in AstraZeneca job postings in the last six months.
How modern is the AstraZeneca tech stack?
AstraZeneca 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: 14; legacy ones: 1.
How does Alion know the AstraZeneca tech stack?
Alion reads every job posting AstraZeneca publishes and tags the technologies each one names. The figures on this page count the 980 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, "AstraZeneca tech stack: 428 technologies from 980 job postings", as of Nov 10, 2026. https://alion.io/company/astra-zeneca/technologies