The scope of work for chronic disease epidemiologists includes conducting epidemiological studies, analyzing data from health surveys, and evaluating the effectiveness of interventions and public health policies. They also focus on identifying risk factors associated with chronic diseases, such as genetic predispositions, lifestyle choices, and environmental exposures.