企业员工离职风险预测数据集

人力资源部门可以利用该数据集提前识别出可能存在离职风险的员工。例如，当模型预测某员工有较高的离职风险时，人力资源部门可以及时与该员工进行沟通访谈，了解其需求和想法，提供职业发展支持，如培训、晋升机会等，或者调整工作安排，以降低员工的离职率，提高员工的满意度和忠诚度。

Human Resources (HR) departments can leverage this dataset to proactively identify employees at risk of turnover. For instance, when the model predicts that an employee has a high turnover risk, the HR department can conduct timely one-on-one interviews with the employee to understand their needs and thoughts, provide career development support such as training and promotion opportunities, or adjust work arrangements, thereby reducing employee turnover rate and enhancing employee satisfaction and loyalty.