Writing in one language or another will only give you small speed ups for a large amount of work. To really speed things up you might want to look at the following:
- Buying the latest fastest Hardware.
- Moving from 32 bit operating system to 64 bit.
- Grid computing.
- CUDA / OpenCL.
- Using compiler optimisation like vectorization.