In this paper, we presented Automated Healthcare Management System is a project developed with Apache Hive, an abstraction of Map reduce. The data what you are going to analyze is a Semi-structured data. Computerized HMS has been developed. The system solved the problems associated with the existing manual system. Security is also enhanced since access to the system requires authentication. However, the system does not alert the pharmacy of the expiry date of drugs. Also, departments such as security and assets are not included in the design. Therefore, developing an HMS that can alert the pharmacist of the expiry date of drugs at a given time and handle all departments in the hospital will be an attractive research in future.