Managing user privileges for computer resources in a networked computing environment

Approaches for automatically managing user privileges for computer resources based on determined levels of expertise in a networked computing environment (e.g., a cloud computing environment) are provided. In a typical approach, a user profile associated with a prospective user of a set of computer resources in the networked computing environment may be accessed. The user profile may include information pertaining to a skill level of the prospective user with respect to the set of computer resources. Based on the information contained in the user profile, an expertise level of the prospective user with respect to the set of computer resources may be determined, and a corresponding score may be calculated. Based on the score, a level of user privileges for the set of computer resources may be provided.