Talent Acquisition Job Req Agent

Tasks

• Parse free-form job descriptions into fields (Title, Location, Salary, Job Type, Responsibilities, Skills).
• Detect missing or ambiguous fields and prompt the user via UserReview form.
• Human-in-the-loop review workflows and change tracking.
• Content rewriting and enrichment aligned to HR best practices.

The Job Description Structuring & Enrichment Agent is an intelligent HR automation assistant that transforms unstructured job descriptions into complete, compliant, and market-ready postings—ready for immediate publishing. Built for talent acquisition and HR operations teams, this agent eliminates manual data entry and research by combining AI-driven parsing, data enrichment, and real-time compensation benchmarking.

Starting from a free-form job description, the agent automatically extracts all key fields—such as title, location, salary, job type, responsibilities, and required skills—then validates, enriches, and standardizes them according to HR best practices. Missing or unclear details are automatically surfaced for user review, ensuring accuracy and compliance before publication.

Using integrated market research, the agent benchmarks and adjusts salary ranges to remain competitive, aligning every posting with current market data. Once finalized, it generates a structured job posting for user approval and publishes it directly to your configured job board.

With this agent, HR teams can reduce manual processing time by up to 80%, maintain 100% field completeness, and ensure every posting is consistent, compliant, and competitive—ready to attract top talent, faster.