job-description-bias - Initial Release of Job Description AI Generation Pilot

Title: Exploring Gender Bias in AI-Generated Job Descriptions

Description: This project investigates how large language models (LLMs), ChatGPT, generate biased language in job descriptions based on gender-coded job titles. Using data from 105 job titles categorized by gender (female, male, and gender-neutral), this study examines the variation in descriptive language and the potential reinforcement of stereotypes in LLM outputs. Through code and data analysis, it highlights patterns in word choices that may perpetuate inequities in job markets, offering insights into the implications of automated language generation in hiring practices.

- Python
Published by jenniferkrebsbach over 1 year ago