Amazon’s Relational Database Service (RDS) lets you work with a variety of database engines including Aurora, Postgres SQL, MySQL, Maria DB etc. You also have a choice to work with NoSQL databases including DynamoDB and Document DB. You can even chose Amazon Redshift if you application requires a high performance query engine.
However, which database do you really need?