Position Description Generation and Evaluation
Description
Federal agencies often face challenges in creating accurate, consistent, and well-structured position descriptions (PDs) due to limited resources, the time-intensive nature of the classification process, and varying levels of expertise among HR staff and Hiring Managers. Inaccurate or poorly written PDs can lead to misclassification, legal disputes, grievances, and difficulties attracting qualified candidates, ultimately impacting workforce quality and agency performance.
Detailed example
ClassifAI generates accurate, standards-compliant drafts of position descriptions (PDs) with tailored classification recommendations, robust and customizable language, and supporting documentation.
AI / analytics pattern
Generative AI: AI that generates new or synthetic content (e.g., images, videos, audio, text, code).
Automation level / stage
c) Deployed – The use case is being actively authorized or utilized to support the functions or mission of an agency.
Expected benefit
ClassifAI is designed to streamline and enhance the position description (PD) creation and classification process by leveraging generative AI to produce drafts of accurate, consistent, and standards-compliant PDs. By reducing administrative burdens, improving PD quality, and minimizing classification risks, ClassifAI enables agencies to optimize workforce management, attract top talent, and achieve greater operational efficiency with fewer resources.
Controls / human review
ATO: No; PIA: Not published
Data needed
Publicly available position descriptions (primarily from the DoD), OPM standards and guidelines (e.g., the OPM classifier’s handbook), and CBP position descriptions.