Oracle tech stack
Oracle builds mostly with Python, SQL, C++, Go. Its stack also includes Linux, AWS, PyTorch, TensorFlow. Python is named in 758 of the 2,572 job postings Oracle published in the last 12 months (29%). Counted by Alion from the job postings of Oracle, updated Nov 11, 2026.
What programming languages does Oracle use?
Python is named in 29% of job postings at Oracle, followed by SQL (17%), C++ (13%), Go (7%).
C++ 
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What frameworks and libraries does Oracle use?
PyTorch is named in 2% of job postings at Oracle, followed by TensorFlow (2%), LangChain (1%), Flink (1%).
PyTorch
49 2%
TensorFlow
46 2%
LangChain
24 1%
Flink
18 1%
React.js
17 1%
ROS
17 1%
CrewAI
13 1%
Hadoop
12 <1%
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And 25 more, each named in fewer postings.
What databases does Oracle use?
MySQL is named in 1% of job postings at Oracle, followed by PostgreSQL (1%), Redis (1%), ElasticSearch (<1%).
MySQL
30 1%
PostgreSQL
19 1%
Redis
16 1%
ElasticSearch
11 <1%
OpenSearch
11 <1%
Delta Lake
6 <1%
Snowflake
4 <1%
HBase
3 <1%
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What cloud and platforms does Oracle use?
Linux is named in 20% of job postings at Oracle, followed by AWS (18%), Azure (18%), Kubernetes (15%).
AWS
457 18%
Azure
453 18%
Kubernetes
392 15%
GCP
331 13%
Power BI
101 4%
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And 25 more, each named in fewer postings.
What developer tools does Oracle use?
Terraform is named in 10% of job postings at Oracle, followed by Rest API (8%), Docker (7%), Ansible (6%).
Terraform
270 10%
Rest API
211 8%
Docker
183 7%
Ansible
157 6%
Git
82 3%
Jenkins
64 2%
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And 48 more, each named in fewer postings.
What AI and ML technologies does Oracle use?
LLM is named in 5% of job postings at Oracle, followed by ChatGPT (2%), Claude (1%), VLM (<1%).
Which engineering practices does Oracle ask for?
CI/CD is named in 21% of job postings at Oracle, followed by Incident Management (18%), SLI/SLO/SLA (10%), AI Agents (9%).
CI/CD
542 21%
Incident Management
453 18%
SLI/SLO/SLA
252 10%
AI Agents
243 9%
Platform Engineering
118 5%
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And 54 more, each named in fewer postings.
What does each Oracle team work with?
The technologies each team's postings require most often, with the number of postings that require them.
DevOps
570 postingsBackend
561 postingsManagement
179 postingsOperations
149 postingsProduct
147 postingsSales
100 postingsHow does your stack fit Oracle?
How much does Oracle pay by technology?
Median stated pay of the postings that name each technology, against the median of all Oracle postings with stated pay: $210k across 1,769 postings.
| Technology | Postings with pay | Median | vs company median |
|---|---|---|---|
| Python | 518 | $210k | 0% |
| Azure | 327 | $210k | 0% |
| AWS | 323 | $210k | 0% |
| Linux | 295 | $210k | 0% |
| SQL | 286 | $210k | 0% |
| C++ | 260 | $235k | +12% |
| Kubernetes | 241 | $235k | +12% |
| GCP | 232 | $210k | 0% |
| Go | 159 | $235k | +12% |
| C# | 148 | $210k | 0% |
How is the Oracle 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 Oracle stack?
Oracle 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: 8; legacy ones: 0.
How common is the Oracle stack in its industry?
Share of the 1,863 companies in the same industries, whose stack Alion knows, that use each technology.
What sets Oracle apart
Oracle products in its job postings
Postings at Oracle name its own products. They describe what the company makes, so they are left out of the stack above.
Companies with a stack like Oracle
Questions about the Oracle tech stack
What programming languages does Oracle use?
The languages named in Oracle job postings are Python (29%), SQL (17%), C++ (13%), Go (7%), C# (7%), as a share of the 2,572 postings of the last 12 months.
Does Oracle use PyTorch?
Yes. PyTorch is named in 49 of 2,572 job postings (2%) and required in 25 of them.
What cloud and platforms does Oracle use?
The cloud and platforms named in Oracle job postings are Linux (523), AWS (457), Azure (453) (postings in brackets).
What skills do you need for a DevOps job at Oracle?
DevOps postings at Oracle most often require Python (231), Linux (188), C++ (118), Kubernetes (113), out of 570 postings in the last 12 months.
Is the Oracle tech stack changing?
Yes. State Management, Pytest, EtherCAT, Motion Planning first appeared in Oracle job postings in the last six months.
How modern is the Oracle tech stack?
Oracle 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: 8; legacy ones: 0.
How does Alion know the Oracle tech stack?
Alion reads every job posting Oracle publishes and tags the technologies each one names. The figures on this page count the 2,572 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, "Oracle tech stack: 360 technologies from 2,572 job postings", as of Nov 11, 2026. https://alion.io/company/oracle/technologies