SAP tech stack
SAP builds mostly with Python, JavaScript, SQL, Java. Its stack also includes AWS, Azure, PyTorch, TensorFlow. Python is named in 167 of the 489 job postings SAP published in the last 12 months (34%). Counted by Alion from the job postings of SAP, updated Sep 26, 2026.
What programming languages does SAP use?
Python is named in 34% of job postings at SAP, followed by JavaScript (12%), SQL (12%), Java (10%).
Python
167 34%
JavaScript
59 12%
SQL
58 12%
Java
50 10%
Node JS
25 5%
Go
24 5%
TypeScript
24 5%
Bash
16 3%
Show all (21)
What frameworks and libraries does SAP use?
PyTorch is named in 10% of job postings at SAP, followed by TensorFlow (9%), Scikit-learn (6%), LangChain (4%).
PyTorch
50 10%
TensorFlow
44 9%
Scikit-learn
31 6%
LangChain
21 4%
CrewAI
15 3%
React.js
13 3%
AutoGen
12 2%
LangGraph
11 2%
Show all (63)
And 23 more, each named in fewer postings.
What databases does SAP use?
ElasticSearch is named in 2% of job postings at SAP, followed by SAP BW (2%), PostgreSQL (1%), Cassandra (1%).
ElasticSearch
9 2%
SAP BW
9 2%
PostgreSQL
5 1%
Cassandra
5 1%
MySQL
5 1%
Oracle
5 1%
OpenSearch
3 1%
Snowflake
3 1%
Show all (20)
What cloud and platforms does SAP use?
AWS is named in 26% of job postings at SAP, followed by Azure (25%), GCP (23%), Kubernetes (18%).
AWS
128 26%
Azure
120 25%
GCP
111 23%
Kubernetes
88 18%
Databricks
33 7%
Show all (70)
And 30 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 (8%), Ansible (6%), Git (6%).
Docker
40 8%
Terraform
40 8%
Ansible
31 6%
Git
27 6%
Model Context Protocol
26 5%
Rest API
23 5%
Jenkins
19 4%
Claude Code
15 3%
Show all (70)
And 30 more, each named in fewer postings.
What AI and ML technologies does SAP use?
LLM is named in 13% of job postings at SAP, followed by Claude (2%), LoRA (1%), ChatGPT (1%).
Show all (11)
Which engineering practices does SAP ask for?
AI Agents is named in 47% of job postings at SAP, followed by Context Engineering (24%), CI/CD (21%), Machine Learning (18%).
AI Agents
228 47%
CI/CD
102 21%
RAG
80 16%
Prompt Engineering
40 8%
Show all (78)
And 38 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
115 postingsDevOps
51 postingsSales
44 postingsAI/ML
43 postingsEarly Careers
42 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: $303k across 58 postings.
| Technology | Postings with pay | Median | vs company median |
|---|---|---|---|
| AWS | 29 | $306k | +1% |
| Python | 27 | $332k | +10% |
| Azure | 27 | $306k | +1% |
| GCP | 26 | $306k | +1% |
| SQL | 14 | $324k | +7% |
| Kubernetes | 13 | $374k | +24% |
| LLM | 11 | $306k | +1% |
| PyTorch | 11 | $306k | +1% |
| TensorFlow | 9 | $306k | +1% |
| Databricks | 9 | $306k | +1% |
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: 0.
How common is the SAP stack in its industry?
Share of the 2,911 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 (34%), JavaScript (12%), SQL (12%), Java (10%), Node JS (5%), as a share of the 489 postings of the last 12 months.
Does SAP use PyTorch?
Yes. PyTorch is named in 50 of 489 job postings (10%) and required in 49 of them.
What cloud and platforms does SAP use?
The cloud and platforms named in SAP job postings are AWS (128), Azure (120), GCP (111) (postings in brackets).
What skills do you need for a Enterprise Apps job at SAP?
Enterprise Apps postings at SAP most often require AWS (35), Python (34), Azure (30), GCP (27), out of 115 postings in the last 12 months.
Is the SAP tech stack changing?
Yes. Cursor, Crossplane, Snowflake, GraphQL 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: 0.
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 489 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, "SAP tech stack: 334 technologies from 489 job postings", as of Sep 26, 2026. https://alion.io/company/sap-software-solutions/technologies