AstraZeneca tech stack
AstraZeneca builds mostly with Python, SQL, JavaScript, TypeScript. Its stack also includes GCP, AWS, PyTorch, Snowflake. Python is named in 127 of the 418 job postings AstraZeneca published in the last 12 months (30%). Counted by Alion from the job postings of AstraZeneca, updated Sep 26, 2026.
What programming languages does AstraZeneca use?
Python is named in 30% of job postings at AstraZeneca, followed by SQL (13%), JavaScript (7%), TypeScript (5%).
Python
127 30%
SQL
54 13%
JavaScript
31 7%
TypeScript
22 5%
Node JS
13 3%
Java
13 3%
PowerShell
10 2%
C#
8 2%
Show all (26)
What frameworks and libraries does AstraZeneca use?
PyTorch is named in 8% of job postings at AstraZeneca, followed by LangChain (5%), TensorFlow (5%), React.js (4%).
PyTorch
33 8%
LangChain
21 5%
TensorFlow
20 5%
React.js
16 4%
LlamaIndex
11 3%
LangGraph
10 2%
FastAPI
8 2%
CrewAI
7 2%
Show all (74)
And 34 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 (2%), PostgreSQL (2%), DynamoDB (1%).
Snowflake
23 6%
Amazon Redshift
10 2%
PostgreSQL
10 2%
DynamoDB
6 1%
Pinecone
4 1%
OpenSearch
3 1%
Oracle
3 1%
Weaviate
3 1%
Show all (18)
What cloud and platforms does AstraZeneca use?
GCP is named in 25% of job postings at AstraZeneca, followed by AWS (21%), Power BI (15%), Azure (13%).
GCP
104 25%
AWS
89 21%
Power BI
63 15%
Azure
54 13%
Kubernetes
38 9%
GitHub
35 8%
GitHub Actions
20 5%
Show all (85)
And 45 more, each named in fewer postings.
What developer tools does AstraZeneca use?
Docker is named in 7% of job postings at AstraZeneca, followed by Copilot (6%), Git (6%), Microsoft Excel (6%).
Docker
30 7%
Copilot
27 6%
Git
24 6%
Terraform
22 5%
Prometheus
13 3%
CloudFormation
12 3%
Show all (54)
And 14 more, each named in fewer postings.
What AI and ML technologies does AstraZeneca use?
LLM is named in 12% of job postings at AstraZeneca, followed by Claude (3%), ChatGPT (1%), CLIP (1%).
LLM
52 12%
Claude
14 3%
ChatGPT
5 1%
CLIP
3 1%
ResNet
3 1%
Stable Diffusion
3 1%
DeepSeek
2 <1%
Qwen
2 <1%
Show all (12)
Which engineering practices does AstraZeneca ask for?
Machine Learning is named in 25% of job postings at AstraZeneca, followed by AI Agents (23%), CI/CD (18%), RAG (11%).
AI Agents
96 23%
CI/CD
75 18%
RAG
45 11%
Multimodal AI
33 8%
Prompt Engineering
30 7%
Fine-tuning
24 6%
Show all (80)
And 40 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
79 postingsScience & Research
54 postingsAI/ML
35 postingsAnalytics
28 postingsData Science
25 postingsOperations
25 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: $217k across 118 postings.
| Technology | Postings with pay | Median | vs company median |
|---|---|---|---|
| GCP | 34 | $219k | +1% |
| Python | 30 | $210k | −3% |
| AWS | 21 | $217k | 0% |
| LLM | 14 | $236k | +9% |
| SQL | 12 | $217k | 0% |
| Power BI | 12 | $206k | −5% |
| Azure | 8 | $225k | +4% |
| PyTorch | 8 | $204k | −6% |
| Kubernetes | 7 | $217k | 0% |
| JavaScript | 6 | $208k | −4% |
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 79 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 AstraZeneca stack in its industry?
Share of the 154 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 (30%), SQL (13%), JavaScript (7%), TypeScript (5%), Node JS (3%), as a share of the 418 postings of the last 12 months.
Does AstraZeneca use PyTorch?
Yes. PyTorch is named in 33 of 418 job postings (8%) and required in 28 of them.
What cloud and platforms does AstraZeneca use?
The cloud and platforms named in AstraZeneca job postings are GCP (104), AWS (89), Power BI (63) (postings in brackets).
What skills do you need for a Leadership job at AstraZeneca?
Leadership postings at AstraZeneca most often require Python (16), LLM (14), AWS (13), GCP (11), out of 79 postings in the last 12 months.
Is the AstraZeneca tech stack changing?
Yes. DHCP, LDAP, Microsoft Entra ID, BeyondTrust first appeared in AstraZeneca job postings in the last six months.
How modern is the AstraZeneca tech stack?
AstraZeneca scores 79 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 AstraZeneca tech stack?
Alion reads every job posting AstraZeneca publishes and tags the technologies each one names. The figures on this page count the 418 postings of the last 12 months and were updated on Sep 26, 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: 351 technologies from 418 job postings", as of Sep 26, 2026. https://alion.io/company/astra-zeneca/technologies