Apache Commons DBUtils takes much of the repetitive gruntwork out of JDBC programming. It requires little configuration and is easy to learn. It is not an ORM framework (in the way that Hibernate and other frameworks mentioned here are) but it does automate mapping of SELECT columns to Java member fields as well as other repetitive JDBC programming tasks. It's certainly lightweight.
