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AptiBuild AI — Bulk Occupations Data
x402
AptiBuild AI — Bulk Occupations Data is a paid API for AI agents from data.aptibuildai.com, paid per call via x402, $15/call, status unknown (last checked 2026-09-13).
Returns bulk U.S. occupation data from the SOC classification system, optionally filtered by state or major occupational group.
Price / call$15
Success—
StatusUnknown
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Output
Returns a JSON object containing a count of matching occupations, the data source identifier, a snapshot date string, and an array of occupation objects conforming to SOC classifications. When filters are applied, only matching records are returned; without filters, the full national dataset is returned.
Example use cases
State-level workforce analysis
“Get me the full list of occupations in Texas from the bulk occupations dataset so I can analyze the local labor market.”
SOC group deep dive
“Pull all computer and math occupations — that's SOC major group 15 — from the national dataset so I can see what roles are classified there.”
Full national occupation inventory
“Fetch the complete national occupations dataset without any filters — I need every SOC occupation record and the snapshot date it was captured.”
Technical details
Endpoint
GEThttps://data.aptibuildai.com/data/bulk/occupationsWhen to prefer
Choose this endpoint when you need structured, bulk U.S. occupational data organized by SOC codes and optionally scoped to a specific state. It is well-suited for labor market research, workforce planning tools, or any application that needs to enumerate occupations by category. Prefer this over general web scraping or BLS lookups when you need a pre-aggregated, machine-readable snapshot with snapshot dating.
Side effects
- Invalid state name returns empty or error result
- Unknown SOC major group prefix returns zero results
- Payment failure (402) if USDC payment is not properly attached
- Network timeout on large unfiltered national dataset requests
- Malformed query parameters may return unexpected full dataset
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| state | string | Optional: filter by state name (e.g. 'Texas'). Omit for national data. |
| major_group | string | Optional: filter by SOC major group code prefix (e.g. '15' for Computer occupations, '29' for Healthcare). Omit for full dataset. |
Output
Schema · Response
| Field | Type | Description |
|---|---|---|
| count | integer | |
| source | string | |
| occupations | array | |
| snapshot_date | string |
Tags
x402
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