Occupation Classification API Use Case
Problem
Section titled “Problem”Organizations often receive job titles and descriptions that are inconsistent, incomplete, or difficult to map to standardized occupational structures.
How AvelinLabs Helps
Section titled “How AvelinLabs Helps”AvelinLabs helps classify job text into O*NET 30.3-grounded occupation outputs. The API is designed to return structured results that applications can evaluate, display, compare, or route for review.
Input Signals
Section titled “Input Signals”Useful inputs may include:
- job title
- job description
- skill-bearing text
- location or market context where supported
Decision Output
Section titled “Decision Output”Occupation classification outputs may include:
- ranked occupation results
- O*NET codes and occupation metadata
- confidence, trust, uncertainty, and ambiguity signals
- skill evidence
- explanation and quality fields
- related occupation context
Product Fit
Section titled “Product Fit”This use case can support analyst tools, workforce intelligence products, labor-market dashboards, career-pathing workflows, and applications that need standardized occupation context from unstructured job text.
GitHub Example Reference
Section titled “GitHub Example Reference”Complete executable examples should live in the official AvelinLabs API examples repository.