Hiring Process Analytics
Hiring Process Analytics
DURATION
1 Month
DURATION
1 Month
CLIENT
Optimizing Recruitment: A Data-Driven Look into Hiring Patterns
CLIENT
Optimizing Recruitment: A Data-Driven Look into Hiring Patterns
Data Cleaning & Preprocessing (Excel)
Data Cleaning & Preprocessing (Excel)
Hiring & Salary Trend Analysis
Hiring & Salary Trend Analysis
Outlier Detection & Treatment
Outlier Detection & Treatment
EDA
EDA
PROJECT OVERVIEW
PROJECT OVERVIEW
This project involved analyzing a real-world hiring dataset to uncover patterns in recruitment, compensation, and departmental staffing. Insights from this analysis support smarter hiring decisions and process improvements for HR teams.
This project involved analyzing a real-world hiring dataset to uncover patterns in recruitment, compensation, and departmental staffing. Insights from this analysis support smarter hiring decisions and process improvements for HR teams.
The Challenge
The Challenge
Ensuring accurate insights while addressing data quality issues like outliers, inconsistent categories, and missing values.
Ensuring accurate insights while addressing data quality issues like outliers, inconsistent categories, and missing values.
WHAT WE DID
WHAT WE DID
Cleaned and processed hiring data using Excel by handling missing values, outliers, and categorical consolidation. Generated statistical summaries and visual insights on gender distribution, salary trends, department ratios, and position tiers.
Cleaned and processed hiring data using Excel by handling missing values, outliers, and categorical consolidation. Generated statistical summaries and visual insights on gender distribution, salary trends, department ratios, and position tiers.
What I Learned / Gained
Developed statistical thinking for HR-related data.
Strengthened data cleaning, visualization, and storytelling in Excel.
Tools & Technologies UsedExcel | Statistical Functions | Charts (Pie/Bar) | Data Cleaning | HR Analytics
What I Learned / Gained
Developed statistical thinking for HR-related data.
Strengthened data cleaning, visualization, and storytelling in Excel.
Tools & Technologies UsedExcel | Statistical Functions | Charts (Pie/Bar) | Data Cleaning | HR Analytics
Tannu Antil
Tannu Antil
