Julia is a new high level programming language specifically designed for fast numerical computing applications. I will quickly describe its main features and compare its performances with those of other commonly used languages such as C, Python and IDL. Then I will review a few Julia packages available today, showing that it is a suitable candidate to solve the long standing 2-language problem, and providing a few examples of how it can be used for effective data analysis in Astronomy.