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Hiring Process Analytics .pdf
- 1. CALL VOLUME TREND ANALYSIS By Vishal Soni HIRING PROCESS ANALYTICS
- 2. Description This project aims to carry out the in-depth analysis of major underlying trends about the hiring process. The project will answer to the important questions like : > Hiring > Average Salary > Class Intervals > Charts and Plots >Post Tiers HIRING PROCESS ANALYTICS
- 3. First, I carried out the exploratory data analysis using excel data analysis tool pack. Calculated descriptive statistics on salary offered column. Find out missing values and outliers using quartile function in excel. After removing the outliers further insights were carried out using excel formulas and graphs. Approach
- 4. Tech-Stack Used Microsoft® Excel® 2016 MSO (Version 2212 Build 16.0.15928.20002) Purpose - This tool is used to create graphical representation of the results and to understand the result set better.
- 5. Salary Class Interval Histogram shows the salary class intervals. Majority of applicants were offered salary between 40K - 47K. 0 100 200 300 400 500 600 6758 13416 20074 26732 33390 40048 46706 53364 60022 66680 73338 79996 86654 93312 99970 FREQUENCY Histogram
- 6. HIRING 2562 Males are hired 1854 Females are hired 0 500 1,000 1,500 2,000 2,500 3,000 Male Female HIRED
- 7. Average Salary Average salary offered in this company is 49,878
- 8. Department Proportion 4694 applicants were hired out of 7164 application ids. Majority of applicants were hired in operations department. The pie chart represents the proportion of applicants working in different departments. Finance Department , 3.7% General Manageme nt, 2.4% Human Resource Department , 1.5% Marketing Department , 4.3% Operations Department , 39.3% Production Department , 5.2% Purchase Department , 4.9% Sales Department , 10.3% Service Department , 28.4%
- 9. Tiers Total of 15 different tiers are present in this company. 462 232 1747 320 1792 222 87 787 527 980 3 1 1 1 1 0 200 400 600 800 1000 1200 1400 1600 1800 2000 b9 c-10 c5 c8 c9 i1 i4 i5 i6 i7 m6 m7 n10 n6 n9
- 10. This project has helped me to understand the concept of exploratory data analysis. This project has helped me improve my excel skills. Write a business recommendation here Briefly elaborate on the proposed recommendation This project has lead me to understand the analysis required in the company's hiring process. Conclusion