https://github.com/hellymodikalpesh/employee-attrition-analysis
Employee Attrition Analysis | Power BI insights into key attrition factors and strategic recommendations to enhance employee retention.
https://github.com/hellymodikalpesh/employee-attrition-analysis
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Employee Attrition Analysis | Power BI insights into key attrition factors and strategic recommendations to enhance employee retention.
- Host: GitHub
- URL: https://github.com/hellymodikalpesh/employee-attrition-analysis
- Owner: HellyModiKalpesh
- Created: 2024-11-07T03:52:28.000Z (over 1 year ago)
- Default Branch: main
- Last Pushed: 2024-12-19T07:56:37.000Z (over 1 year ago)
- Last Synced: 2025-03-12T20:16:47.811Z (over 1 year ago)
- Topics: dax-expression, excel, powerbi, python, sql
- Homepage: https://app.powerbi.com/view?r=eyJrIjoiYTQ5NTNiMDAtYzdhYi00NTZjLWJlYjItOGE4MDczY2U4MjM0IiwidCI6ImZlMzQ2NjBjLWI3MjgtNDI0NC05MDRhLTUwNDg4MTNjZjIzMCJ9
- Size: 2.71 MB
- Stars: 1
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
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README
# Employee-Attrition-Analysis
## Live Dashboard
[View the Live Dashboard Here](https://app.powerbi.com/view?r=eyJrIjoiYTQ5NTNiMDAtYzdhYi00NTZjLWJlYjItOGE4MDczY2U4MjM0IiwidCI6ImZlMzQ2NjBjLWI3MjgtNDI0NC05MDRhLTUwNDg4MTNjZjIzMCJ9)
## Overview
This project analyzes employee attrition data to identify key factors contributing to turnover within an organization. Using Power BI, this analysis provides insights into demographic and job-related characteristics of employees who leave, with strategic recommendations to help HR teams enhance retention and reduce attrition rates.
## Objectives
Identify the primary factors influencing employee attrition.
Understand how variables such as tenure, age, job satisfaction, and compensation impact turnover.
Provide actionable strategies for HR teams to improve retention, focusing on work-life balance, career development, and compensation.
  
## Key Insights
1. **Tenure**
High-Risk Period: The majority of attrition occurs within the first 2-3 years of employment, especially among employees in their 20s and 30s.
Retention Strategy: Implement mentorship programs, leadership training, and personalized career opportunities to retain employees in this demographic.
2. **Salary and Benefits Packages**
Competitive Compensation: Lower salary increases are linked with higher attrition. Offering more competitive raises or bonus incentives could enhance satisfaction and retention.
3. **Work-Life Balance**
Flexible Options: High attrition correlates with poor work-life balance. Introducing flexible work hours, remote work, or reducing mandatory overtime may help retain employees.
4. **Education and Skill Mismatch**
Upskilling Opportunities: Employees with higher qualifications may feel underutilized, while those with lower qualifications may feel overwhelmed. Offering upskilling and more challenging roles can address these issues.
5. **Business Travel Impact**
Travel Reduction: Frequent business travel is linked with higher attrition. Consider reducing travel frequency or offering rewards and time off for frequent travelers to boost retention.
6. **Department-Specific Attrition**
Targeted Surveys: Certain departments have higher turnover. Conducting department-specific satisfaction surveys can help identify and resolve team-specific issues.
## Strategic Recommendations
1. **Improve Work-Life Balance**
Programs: Implement programs that promote a healthier work-life balance, including flexible work schedules, remote work options, or reduced mandatory overtime.
2. **Career Development**
Mentorship and Training: Offer career advancement opportunities through mentorship, leadership development, and regular skill enhancement programs, especially targeting employees in their first 2-3 years.
3. **Competitive Compensation**
Salary Adjustments: Address salary dissatisfaction by providing competitive raises and bonus structures that align with market standards.
4. **Education Alignment**
Skill Matching: Offer upskilling programs and challenging projects for highly qualified employees while supporting employees who feel overwhelmed with mentorship and job training.
5. **Business Travel Adjustments**
Incentives: Reduce travel frequency or provide additional incentives (such as time off or travel rewards) for employees with high travel demands.
6. **Departmental Focus**
Targeted Surveys: Conduct satisfaction surveys within high-attrition departments to address specific challenges that may be driving turnover in these areas.
## Getting Started
Clone or download this repository.
Open the .pbix file in Power BI to explore and interact with the dashboard.
Review insights and strategies to understand the key drivers of attrition and potential solutions.