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AI-Enhanced Employment Equity Analysis for Federally Regulated Employers

Accountable

Employment and Social Development Canada (ESDC)

Functional Modes

Creating (Generative AI)

Human decides

Purpose

Employment & Work

Input Dataset

Sensitive personal information Anonymized data

Algorithm or Model

Language Models

Output Dataset

A recommendation or prediction Anonymized data

Details

This system enhances the EquiVision platform used by Employment and Social Development Canada to analyze diversity, equity, and inclusion data from federally regulated private-sector employers. It uses generative AI and natural language processing to automate data collection and provide deeper insight into representation rates and pay gaps. Government employees and decision-makers use the system to identify potential employment barriers and foster employer accountability. Users are informed that AI is used in this system.