Employee risk early warning method, device and equipment and storage medium

The invention provides an employee risk early warning method, apparatus and device, and a storage medium. The method comprises the steps of obtaining flow data of a target employee; screening the flow data to obtain derived feature data corresponding to each preset risk type; the class derived feature data corresponding to each risk type is imported into a risk prediction model of each risk type, the risk probability that the target employee has each risk type is obtained, and the risk prediction model of each risk type is obtained through training according to derived feature data of historical risk employees; and for the risk probability of each risk type of the target employee, judging whether the risk probability is greater than the sensitivity threshold value of the risk type, and if so, sending the risk information of the target employee to the corresponding management department, thereby predicting that the target employee has the risk corresponding to the risk type through the risk prediction model. A