Outlines Tech tech stack
Outlines Tech builds mostly with SQL, Python, Java, C#. Its stack also includes Apache Kafka, MS SQL, Kubernetes, PostgreSQL. SQL is named in 12 of the 25 job postings Outlines Tech published in the last 12 months (48%). Counted by Alion from the job postings of Outlines Tech, updated Sep 28, 2026.
What programming languages does Outlines Tech use?
SQL is named in 48% of job postings at Outlines Tech, followed by Python (24%), Java (12%), C# (12%).
What frameworks and libraries does Outlines Tech use?
LangChain is named in 16% of job postings at Outlines Tech, followed by LangGraph (16%), Hadoop (12%), FastAPI (8%).
What databases does Outlines Tech use?
MS SQL is named in 24% of job postings at Outlines Tech, followed by PostgreSQL (16%), Redis (12%), ElasticSearch (8%).
What cloud and platforms does Outlines Tech use?
Apache Kafka is named in 48% of job postings at Outlines Tech, followed by Kubernetes (20%), Linux (16%), Postman (16%).
Apache Kafka
12 48%
Kubernetes
5 20%
Postman
4 16%
.NET
3 12%
Grafana
3 12%
RabbitMQ
3 12%
Show all (19)
What developer tools does Outlines Tech use?
Rest API is named in 36% of job postings at Outlines Tech, followed by Swagger (16%), Model Context Protocol (16%), WebSockets (16%).
Rest API
9 36%
Swagger
4 16%
Model Context Protocol
4 16%
WebSockets
4 16%
Git
2 8%
JMeter
2 8%
Keycloak
2 8%
gRPC
2 8%
Show all (24)
What AI and ML technologies does Outlines Tech use?
LLM is named in 24% of job postings at Outlines Tech.
LLM
6 24%
Which engineering practices does Outlines Tech ask for?
AI Agents is named in 28% of job postings at Outlines Tech, followed by RAG (16%), SOAP (12%), CI/CD (8%).
AI Agents
7 28%
RAG
4 16%
CI/CD
2 8%
Show all (9)
What does each Outlines Tech team work with?
The technologies each team's postings require most often, with the number of postings that require them.
Analytics
12 postingsQA
3 postingsHow does your stack fit Outlines Tech?
How much does Outlines Tech pay by technology?
Median stated pay of the postings that name each technology, against the median of all Outlines Tech postings with stated pay: $55k across 17 postings.
| Technology | Postings with pay | Median | vs company median |
|---|---|---|---|
| Apache Kafka | 8 | $57k | +2% |
| SQL | 7 | $55k | 0% |
| Python | 6 | $62k | +13% |
| LLM | 6 | $55k | 0% |
How modern is the Outlines Tech stack?
Outlines Tech scores 74 out of 100 (Modern). The score averages how current each technology in the stack is and adds weight for AI adoption. AI technologies in the stack: 1; legacy ones: 0.
How common is the Outlines Tech stack in its industry?
Share of the 1,265 companies in the same industries, whose stack Alion knows, that use each technology.
Companies with a stack like Outlines Tech
Questions about the Outlines Tech tech stack
What programming languages does Outlines Tech use?
The languages named in Outlines Tech job postings are SQL (48%), Python (24%), Java (12%), C# (12%), Assembly (4%), as a share of the 25 postings of the last 12 months.
Does Outlines Tech use Hadoop?
Yes. Hadoop is named in 3 of 25 job postings (12%) and required in 1 of them.
What cloud and platforms does Outlines Tech use?
The cloud and platforms named in Outlines Tech job postings are Apache Kafka (12), Kubernetes (5), Linux (4) (postings in brackets).
What skills do you need for a Analytics job at Outlines Tech?
Analytics postings at Outlines Tech most often require SQL (9), Apache Kafka (7), Rest API (7), Postman (3), out of 12 postings in the last 12 months.
Is the Outlines Tech tech stack changing?
No new technology has appeared in Outlines Tech job postings in the last six months.
How modern is the Outlines Tech tech stack?
Outlines Tech scores 74 out of 100 (Modern). The score averages how current each technology in the stack is and adds weight for AI adoption. AI technologies in the stack: 1; legacy ones: 0.
How does Alion know the Outlines Tech tech stack?
Alion reads every job posting Outlines Tech publishes and tags the technologies each one names. The figures on this page count the 25 postings of the last 12 months and were updated on Sep 28, 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, "Outlines Tech tech stack: 72 technologies from 25 job postings", as of Sep 28, 2026. https://alion.io/company/outlines-technologies/technologies