Human Resources Automation - Diversity Hiring Dashboard

 

Notes:

• Problem Solved: Tracks diversity metrics in hiring pipelines.

• Customization Benefits: Add filters for role, department, or hiring manager.

• Further Adoption: Visualize using dashboards like Plotly Dash or Tableau.

Python Code:

import pandas as pd

data = pd.read_csv("hiring_data.csv")  # Columns: name, gender, ethnicity, stage

diversity_summary = data.groupby(['gender', 'ethnicity', 'stage']).size().unstack(fill_value=0)

print("Diversity Metrics by Hiring Stage:\n", diversity_summary)