Numan tech stack
Numan builds mostly with SQL, LookML, Python. Its stack also includes Looker, GCP, BigQuery, Google BigQuery. SQL is named in 6 of the 13 job postings Numan published in the last 12 months (46%). Counted by Alion from the job postings of Numan, updated Oct 2, 2026.
What programming languages does Numan use?
SQL is named in 46% of job postings at Numan, followed by LookML (15%), Python (8%).
What databases does Numan use?
BigQuery is named in 8% of job postings at Numan, followed by Google BigQuery (8%).
BigQuery
1 8%
Google BigQuery
1 8%
What cloud and platforms does Numan use?
Looker is named in 31% of job postings at Numan, followed by GCP (15%), Power BI (15%), AWS (8%).
GCP
2 15%
Power BI
2 15%
AWS
1 8%
Azure
1 8%
Braze
1 8%
Burp Suite
1 8%
Kubernetes
1 8%
Show all (10)
What developer tools does Numan use?
dbt is named in 46% of job postings at Numan, followed by Microsoft Excel (15%), Model Context Protocol (8%).
Which engineering practices does Numan ask for?
CI/CD is named in 46% of job postings at Numan, followed by AI Agents (15%), A/B Testing (8%), Agentic Workflows (8%).
CI/CD
6 46%
AI Agents
2 15%
What does each Numan team work with?
The technologies each team's postings require most often, with the number of postings that require them.
Analytics
5 postingsHow does your stack fit Numan?
How is the Numan 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 Numan stack?
Numan scores 75 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: 1; legacy ones: 0.
How common is the Numan stack in its industry?
Share of the 170 companies in the same industries, whose stack Alion knows, that use each technology.
Companies with a stack like Numan
Questions about the Numan tech stack
What programming languages does Numan use?
The languages named in Numan job postings are SQL (46%), LookML (15%), Python (8%), as a share of the 13 postings of the last 12 months.
Does Numan use Looker?
Yes. Looker is named in 4 of 13 job postings (31%) and required in 4 of them.
What cloud and platforms does Numan use?
The cloud and platforms named in Numan job postings are Looker (4), GCP (2), Power BI (2) (postings in brackets).
What skills do you need for a Analytics job at Numan?
Analytics postings at Numan most often require SQL (5), dbt (5), out of 5 postings in the last 12 months.
Is the Numan tech stack changing?
Yes. GCP, AI Agents, CI/CD, dbt first appeared in Numan job postings in the last six months.
How modern is the Numan tech stack?
Numan scores 75 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: 1; legacy ones: 0.
How does Alion know the Numan tech stack?
Alion reads every job posting Numan publishes and tags the technologies each one names. The figures on this page count the 13 postings of the last 12 months and were updated on Oct 2, 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, "Numan tech stack: 27 technologies from 13 job postings", as of Oct 2, 2026. https://alion.io/company/numan/technologies