Job Title Normalizer
Standardizes messy job titles into structured, deterministic metadata such as canonical title, role family, seniority, management level, specialization, remote type, and confidence score. It is useful for cleaning and classifying job-title data in recruiting, analytics, HR systems, job boards, and salary benchmarking workflows.
Job Title Normalizer endpoints
| Method | Endpoint | Description |
|---|---|---|
| GET |
health /health |
Get API status. |
| POST |
Normalize /api/v1/normalize |
Accepts a single raw job title and returns a cleaned, standardized classification with structured fields like canonical title, seniority, role family, specialization, and… |
| POST |
Bulk Normalize /api/v1/normalize/bulk |
Normalize multiple raw job titles in a single request. This endpoint accepts an array of job title strings and returns a standardized result for each title, including the cleaned… |
Job Title Normalizer pricing
| Plan | Price | Rate limit | Quotas |
|---|---|---|---|
| BASIC | Free | — |
|
| PRO | $3.99 / month | — |
|
| ULTRA Recommended | $7.99 / month | — |
|
| MEGA | $29.99 / month | — |
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