Sorce: https://www.kaggle.com/datasets/krishujeniya/salary-prediction-of-data-professions
Data Analysis of Employee Distribution, Salary, and Age
1. Distribution of Employees by Designation
61.7%
12.8%
10.0%
7.4%
4.1%
3.6%
The pie chart reveals the distribution of employees across different designations. Analysts form the largest group, comprising 61.7% of the workforce. This is followed by Senior Analysts at 12.8%, Associates at 10.0%, Managers at 7.4%, Senior Managers at 4.1%, and Directors at 3.6%. This distribution shows a typical pyramid structure, with a large base of entry-level positions and fewer positions at higher levels.
2. Average Salary by Designation
The bar chart illustrates the average salary for each designation. As expected, there is a clear increase in salary as we move up the corporate ladder. Analysts have the lowest average salary at $44,671, while Directors have the highest at $294,110. The salary progression shows significant jumps between levels, particularly from Manager ($124,780) to Senior Manager ($178,134) and to Director, which can serve as strong motivators for career advancement.
3. Average Age by Designation
The bar chart shows the average age for each designation. Analysts are the youngest group with an average age of 23 years, while Directors are the oldest with an average age of 41 years. This progression reflects the typical career path, with employees starting as Analysts in their early 20s and potentially reaching Director level in their early 40s. The age gaps between levels suggest that it takes several years to progress from one level to the next.
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