Numeric tech stack
Numeric builds mostly with SQL, TypeScript, Python. Its stack also includes Anthropic, OpenAI, ClickHouse, PostgreSQL. Anthropic is named in 28 of the 29 job postings Numeric published in the last 12 months (97%). Counted by Alion from the job postings of Numeric, updated Sep 29, 2026.
What programming languages does Numeric use?
SQL is named in 21% of job postings at Numeric, followed by TypeScript (17%), Python (14%).
What frameworks and libraries does Numeric use?
Dagster is named in 7% of job postings at Numeric.
Dagster
2 7%
What databases does Numeric use?
ClickHouse is named in 14% of job postings at Numeric, followed by PostgreSQL (14%).
ClickHouse
4 14%
PostgreSQL
4 14%
What cloud and platforms does Numeric use?
Anthropic is named in 97% of job postings at Numeric, followed by OpenAI (72%), Figma (31%), AWS (17%).
Figma
9 31%
AWS
5 17%
Datadog
2 7%
DigitalOcean
2 7%
Show all (11)
What developer tools does Numeric use?
Cursor is named in 28% of job postings at Numeric, followed by Model Context Protocol (10%), OpenTofu (7%), Terraform (7%).
Cursor
8 28%
Model Context Protocol
3 10%
OpenTofu
2 7%
Terraform
2 7%
dbt
2 7%
Claude Code
2 7%
Atlantis
2 7%
What AI and ML technologies does Numeric use?
Claude is named in 3% of job postings at Numeric.
Claude
1 3%
Which engineering practices does Numeric ask for?
AI Agents is named in 31% of job postings at Numeric, followed by CI/CD (7%), IAM (7%), Platform Engineering (7%).
What does each Numeric team work with?
The technologies each team's postings require most often, with the number of postings that require them.
Backend
10 postingsCustomer Success
4 postingsHow does your stack fit Numeric?
How much does Numeric pay by technology?
Median stated pay of the postings that name each technology, against the median of all Numeric postings with stated pay: $228k across 28 postings.
| Technology | Postings with pay | Median | vs company median |
|---|---|---|---|
| Anthropic | 28 | $228k | 0% |
| OpenAI | 21 | $225k | −1% |
| Figma | 8 | $246k | +8% |
| SQL | 6 | $170k | −26% |
| AWS | 5 | $250k | +10% |
| TypeScript | 5 | $250k | +10% |
How is the Numeric 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 Numeric stack?
Numeric 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: 1; legacy ones: 0.
How common is the Numeric stack in its industry?
Share of the 1,031 companies in the same industries, whose stack Alion knows, that use each technology.
Companies with a stack like Numeric
Questions about the Numeric tech stack
What programming languages does Numeric use?
The languages named in Numeric job postings are SQL (21%), TypeScript (17%), Python (14%), as a share of the 29 postings of the last 12 months.
Does Numeric use Dagster?
Yes. Dagster is named in 2 of 29 job postings (7%) and required in 2 of them.
What cloud and platforms does Numeric use?
The cloud and platforms named in Numeric job postings are Anthropic (28), OpenAI (21), Figma (9) (postings in brackets).
What skills do you need for a Backend job at Numeric?
Backend postings at Numeric most often require Anthropic (9), OpenAI (9), Cursor (4), Figma (4), out of 10 postings in the last 12 months.
Is the Numeric tech stack changing?
Yes. Dagster, dbt, Python, Amazon S3 first appeared in Numeric job postings in the last six months.
How modern is the Numeric tech stack?
Numeric 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: 1; legacy ones: 0.
How does Alion know the Numeric tech stack?
Alion reads every job posting Numeric 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 Sep 29, 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, "Numeric tech stack: 30 technologies from 29 job postings", as of Sep 29, 2026. https://alion.io/company/numeric/technologies