Numa tech stack
Numa builds mostly with Python. Its stack also includes Anthropic, Deepgram, Dagster, Ray Serve. Python is named in 1 of the 7 job postings Numa published in the last 12 months (14%). Counted by Alion from the job postings of Numa, updated Oct 16, 2026.
What programming languages does Numa use?
Python is named in 14% of job postings at Numa.
Python
1 14%
What frameworks and libraries does Numa use?
Dagster is named in 14% of job postings at Numa, followed by Ray Serve (14%), Ray (14%).
What cloud and platforms does Numa use?
Anthropic is named in 14% of job postings at Numa, followed by Deepgram (14%), ElevenLabs (14%), GCP (14%).
ElevenLabs
1 14%
GCP
1 14%
Kubernetes
1 14%
Vertex AI
1 14%
What developer tools does Numa use?
Pulumi is named in 14% of job postings at Numa, followed by WebRTC (14%).
Which engineering practices does Numa ask for?
AI Agents is named in 100% of job postings at Numa, followed by Function Calling (14%), Knowledge Graph (14%), Machine Learning (14%).
AI Agents
7 100%
Function Calling
1 14%
How does your stack fit Numa?
How modern is the Numa stack?
Numa 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 Numa stack in its industry?
Share of the 457 companies in the same industries, whose stack Alion knows, that use each technology.
Companies with a stack like Numa
Questions about the Numa tech stack
What programming languages does Numa use?
The languages named in Numa job postings are Python (14%), as a share of the 7 postings of the last 12 months.
What cloud and platforms does Numa use?
The cloud and platforms named in Numa job postings are Anthropic (1), Deepgram (1), ElevenLabs (1) (postings in brackets).
Is the Numa tech stack changing?
No new technology has appeared in Numa job postings in the last six months.
How modern is the Numa tech stack?
Numa 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 Numa tech stack?
Alion reads every job posting Numa publishes and tags the technologies each one names. The figures on this page count the 7 postings of the last 12 months and were updated on Oct 16, 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, "Numa tech stack: 21 technologies from 7 job postings", as of Oct 16, 2026. https://alion.io/company/numa/technologies