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Employee Attrition Prediction

Employees attrition costs are a significate concern for businesses worldwide. The average annual attrition rate in the U.S is 47% and replacing an employee costs up to 2 times of their annual salary. There are many factors that could lead to attrition like low pay or toxic work environment.However, 56% of job seekers value company culture over salary (https://builtin.com/recruiting/employee-turnover-statistics)

Streamlit app to test the model: https://employeeturnover-o2xh4a7w5h8.streamlit.app/