SAP tech stack
SAP builds mostly with Python, SQL, Java, JavaScript. Its stack also includes AWS, Azure, PyTorch, TensorFlow. Python is named in 250 of the 721 job postings SAP published in the last 12 months (35%). Counted by Alion from the job postings of SAP, updated Nov 11, 2026.
What programming languages does SAP use?
Python is named in 35% of job postings at SAP, followed by SQL (12%), Java (11%), JavaScript (11%).
Python
250 35%
SQL
90 12%
Java
78 11%
JavaScript
78 11%
TypeScript
38 5%
Go
35 5%
Node JS
29 4%
Bash
18 2%
Show all (22)
What frameworks and libraries does SAP use?
PyTorch is named in 11% of job postings at SAP, followed by TensorFlow (9%), Scikit-learn (7%), LangChain (5%).
PyTorch
76 11%
TensorFlow
67 9%
Scikit-learn
51 7%
LangChain
33 5%
CrewAI
19 3%
LangGraph
19 3%
React.js
16 2%
AutoGen
14 2%
Show all (69)
And 29 more, each named in fewer postings.
What databases does SAP use?
PostgreSQL is named in 2% of job postings at SAP, followed by SAP BW (2%), ElasticSearch (1%), MySQL (1%).
PostgreSQL
11 2%
SAP BW
11 2%
ElasticSearch
10 1%
MySQL
9 1%
Oracle
8 1%
Cassandra
6 1%
Snowflake
5 1%
DynamoDB
5 1%
Show all (21)
What cloud and platforms does SAP use?
AWS is named in 28% of job postings at SAP, followed by Azure (27%), GCP (24%), Kubernetes (17%).
AWS
203 28%
Azure
198 27%
GCP
176 24%
Kubernetes
120 17%
Databricks
57 8%
Show all (73)
And 33 more, each named in fewer postings.
What developer tools does SAP use?
Docker is named in 8% of job postings at SAP, followed by Terraform (7%), Ansible (6%), Model Context Protocol (5%).
Docker
58 8%
Terraform
51 7%
Ansible
40 6%
Model Context Protocol
39 5%
Git
39 5%
Rest API
38 5%
Jenkins
29 4%
Claude Code
24 3%
Show all (73)
And 33 more, each named in fewer postings.
What AI and ML technologies does SAP use?
LLM is named in 16% of job postings at SAP, followed by Claude (2%), ChatGPT (1%), LoRA (<1%).
Show all (11)
Which engineering practices does SAP ask for?
AI Agents is named in 46% of job postings at SAP, followed by CI/CD (21%), Context Engineering (20%), RAG (17%).
AI Agents
331 46%
CI/CD
154 21%
RAG
125 17%
Function Calling
54 7%
Show all (79)
And 39 more, each named in fewer postings.
What other technologies does SAP use?
Kotlin Coroutines is named in <1% of job postings at SAP.
Kotlin Coroutines
1 <1%
What does each SAP team work with?
The technologies each team's postings require most often, with the number of postings that require them.
Enterprise Apps
180 postingsAI/ML
66 postingsDevOps
66 postingsSales
66 postingsEarly Careers
54 postingsHow does your stack fit SAP?
How much does SAP pay by technology?
Median stated pay of the postings that name each technology, against the median of all SAP postings with stated pay: $278k across 95 postings.
| Technology | Postings with pay | Median | vs company median |
|---|---|---|---|
| AWS | 42 | $303k | +9% |
| Python | 41 | $306k | +10% |
| Azure | 39 | $306k | +10% |
| GCP | 38 | $306k | +10% |
| Kubernetes | 19 | $332k | +20% |
| SQL | 17 | $341k | +23% |
| LLM | 17 | $306k | +10% |
| PyTorch | 16 | $306k | +10% |
| Databricks | 13 | $341k | +23% |
| TensorFlow | 12 | $306k | +10% |
How is the SAP 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 SAP stack?
SAP 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: 11; legacy ones: 1.
How common is the SAP stack in its industry?
Share of the 2,772 companies in the same industries, whose stack Alion knows, that use each technology.
What sets SAP apart
SAP products in its job postings
Postings at SAP name its own products. They describe what the company makes, so they are left out of the stack above.
Companies with a stack like SAP
Questions about the SAP tech stack
What programming languages does SAP use?
The languages named in SAP job postings are Python (35%), SQL (12%), Java (11%), JavaScript (11%), TypeScript (5%), as a share of the 721 postings of the last 12 months.
Does SAP use PyTorch?
Yes. PyTorch is named in 76 of 721 job postings (11%) and required in 72 of them.
What cloud and platforms does SAP use?
The cloud and platforms named in SAP job postings are AWS (203), Azure (198), GCP (176) (postings in brackets).
What skills do you need for a Enterprise Apps job at SAP?
Enterprise Apps postings at SAP most often require AWS (58), Azure (52), GCP (49), Python (43), out of 180 postings in the last 12 months.
Is the SAP tech stack changing?
Yes. Amazon EventBridge, Argo Workflows, FinOps, Crossplane first appeared in SAP job postings in the last six months.
How modern is the SAP tech stack?
SAP 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: 11; legacy ones: 1.
How does Alion know the SAP tech stack?
Alion reads every job posting SAP publishes and tags the technologies each one names. The figures on this page count the 721 postings of the last 12 months and were updated on Nov 11, 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, "SAP tech stack: 349 technologies from 721 job postings", as of Nov 11, 2026. https://alion.io/company/sap-software-solutions/technologies