Predective Analysis on HR Employee Survey: A Case Study on International Business Machines Corporation
Adhiita Consultancy ServicesHuman Resource ManagementProject Objectives:
To analyze the relationship between financial performance and employee satisfaction as measured by HR surveys.
To use predictive analytics to identify key factors that contribute to employee satisfaction in the finance industry.
To provide recommendations for improving employee satisfaction and performance based on the analysis of survey data and financial indicators.
Project Tasks:
Collect and clean data from HR employee surveys and financial reports of finance companies.
Perform descriptive and inferential statistical analysis to identify correlations between financial performance and employee satisfaction.
Develop predictive models using machine learning techniques to forecast employee satisfaction levels.
Interpret results and provide actionable recommendations for finance companies to improve employee satisfaction and overall performance.
