Outreach tech stack
Outreach builds mostly with Python, Go, Ruby, TypeScript. Its stack also includes Apache Kafka, Databricks, Neo4j, Snowflake. LLM is named in 6 of the 29 job postings Outreach published in the last 12 months (21%). Counted by Alion from the job postings of Outreach, updated Oct 9, 2026.
What programming languages does Outreach use?
Python is named in 14% of job postings at Outreach, followed by Go (7%), Ruby (3%), TypeScript (3%).
What frameworks and libraries does Outreach use?
Ruby on Rails is named in 3% of job postings at Outreach.
Ruby on Rails
1 3%
What databases does Outreach use?
Neo4j is named in 10% of job postings at Outreach, followed by Snowflake (7%), ClickHouse (3%), DynamoDB (3%).
Neo4j
3 10%
Snowflake
2 7%
ClickHouse
1 3%
DynamoDB
1 3%
MySQL
1 3%
PostgreSQL
1 3%
Amazon Neptune
1 3%
What cloud and platforms does Outreach use?
Apache Kafka is named in 10% of job postings at Outreach, followed by Databricks (10%), Amazon Kinesis (7%), Twilio (7%).
Apache Kafka
3 10%
Databricks
3 10%
Twilio
2 7%
Postman
2 7%
AWS
1 3%
Datadog
1 3%
Grafana
1 3%
Show all (12)
What developer tools does Outreach use?
Model Context Protocol is named in 10% of job postings at Outreach, followed by gRPC (7%), Microsoft Excel (7%), Rest API (7%).
What AI and ML technologies does Outreach use?
LLM is named in 21% of job postings at Outreach, followed by Claude (17%), Gemini (3%).
Which engineering practices does Outreach ask for?
AI Agents is named in 59% of job postings at Outreach, followed by Machine Learning (14%), NLP (14%), Prompt Engineering (14%).
AI Agents
17 59%
NLP
4 14%
Prompt Engineering
4 14%
RAG
3 10%
Show all (18)
What other technologies does Outreach use?
Kaia is named in 7% of job postings at Outreach.
Kaia
2 7%
What does each Outreach team work with?
The technologies each team's postings require most often, with the number of postings that require them.
Product
5 postingsHow does your stack fit Outreach?
How is the Outreach 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 Outreach stack?
Outreach scores 86 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: 3; legacy ones: 0.
How common is the Outreach stack in its industry?
Share of the 275 companies in the same industries, whose stack Alion knows, that use each technology.
What sets Outreach apart
Companies with a stack like Outreach
Questions about the Outreach tech stack
What programming languages does Outreach use?
The languages named in Outreach job postings are Python (14%), Go (7%), Ruby (3%), TypeScript (3%), SQL (3%), as a share of the 29 postings of the last 12 months.
Does Outreach use Apache Kafka?
Yes. Apache Kafka is named in 3 of 29 job postings (10%) and required in 3 of them.
What cloud and platforms does Outreach use?
The cloud and platforms named in Outreach job postings are Apache Kafka (3), Databricks (3), Amazon Kinesis (2) (postings in brackets).
What skills do you need for a Product job at Outreach?
Product postings at Outreach most often require Amazon Kinesis (2), Apache Kafka (2), Databricks (2), gRPC (2), out of 5 postings in the last 12 months.
Is the Outreach tech stack changing?
Yes. Human-in-the-Loop, Twilio, Incident Management, Agentic Workflows first appeared in Outreach job postings in the last six months.
How modern is the Outreach tech stack?
Outreach scores 86 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: 3; legacy ones: 0.
How does Alion know the Outreach tech stack?
Alion reads every job posting Outreach publishes and tags the technologies each one names. The figures on this page count the 29 postings of the last 12 months and were updated on Oct 9, 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, "Outreach tech stack: 52 technologies from 29 job postings", as of Oct 9, 2026. https://alion.io/company/outreach/technologies