According to the Equal Employment Opportunity Commission (EEOC), you are allowed to take the body temperature of an employee and ask whether they have experienced or are experiencing COVID-19 symptoms. However, it is important for you to know that some people who have COVID-19 can be asymptomatic, which means that they can have COVID-19 but not have fever.

Source: EEOC