It really depends.

If I can do it in numpy, I can probably get a lighter, faster implementation with Python than in Java. More generally, if I can do it with a Python package that's actually a fairly thin wrapper around a C, C++ or Fortran library, then Python also has a decent chance of being the easy winner.

If none of those situations apply, then yeah, typically Java ends up being more efficient.