The job role of medical data entry specialist position entails various other roles, such as receptionist, medical assistant and transcriptional. You may also be involved in collecting data from various sources, maintaining electronic records and logs, running reports, filing paperwork, and operating office equipment. The work profile also includes interacting with insurance, state, or federal billing systems.