Attrition Analysis. Employee Attrition.
Analysis of Female Attrition and its comparison with Female to Male Ratio.
Attrition Analysis in relations to Business Travels.
Analysis of Salary Hike with respect to people who have left the organization.
Income Analysis with respect to the Average Attrition Percentage.
Insights. Female attrition shows a clear spike in the R&D department with 49.4%, followed by Sales department with 43.7% and least is seen in the HR department with 6.9%. The ratio male to female attrition across each department: Human Resources : 1 Research and Development: 0.4778 Sales: 0.7037 Attrition is highest for the travellers who travel rarely with 69.3%, while the travellers who travel frequently has an attrition of 30.7%. The employees who did not leave the organization, amongst them 81% travel rarely as compared to 19% who travel frequently . Business travels plays a role in attrition. Among the employees who left the organization , the spread of the percentage of salary hikes they received was between 11% – 13% . For the monthly income group between the ranges 1k - 3k the percentage count of total attrition stands at 28.6% which is the highest. It also shows that the attrition for salary ranges which is lower is more.
Insight Continue. Analyzing the different attrition in the organization concerning gender, age , education and marital status shows the following results: The attrition rate stands at 14.8% for females as compared to 17% for males. Employees within the age bracket of 30-35 years has the highest attrition rate which is 4%. The attrition has been highest at 41.2% in Life Sciences followed by Medical at 31.6%. Employees who are single have a higher attrition rate at 25.53% followed by employees who are married at 12.48%. The root cause analysis of the high attrition rate for the organization shows: The attrition rate for the organization is at 16.1% Business travels has an impact on attrition. Low salary ranges reflect higher attrition rates. Low salary hike reflects attrition too..