Exempt employees are not entitled to overtime pay under the Fair Labor Standards Act (FLSA), typically because they perform executive, professional, or administrative duties and earn above a certain salary threshold. Non-exempt employees, on the other hand, must be paid overtime for any hours worked over 40 in a workweek, as they do not meet the exemption criteria set by the FLSA.