A working and passed all test for Numpy/Scipy with icc/ifort 14.0.2 and Intel MKL 11.1 Update 2.

intel.py

# snippet from numpy 1.8.1

class IntelEM64TFCompiler(IntelFCompiler):
    compiler_type = 'intelem'
    compiler_aliases = ()
    description = 'Intel Fortran Compiler for 64-bit apps'

    version_match = intel_version_match('EM64T-based|Intel\\(R\\) 64|64|IA-64|64-bit')

    possible_executables = ['ifort', 'efort', 'efc']

    executables = {
        'version_cmd'  : None,
        'compiler_f77' : [None, "-FI"],
        'compiler_fix' : [None, "-FI"],
        'compiler_f90' : [None],
        'linker_so'    : ['<F90>', "-shared"],
        'archiver'     : ["ar", "-cr"],
        'ranlib'       : ["ranlib"]
        }

    def get_flags(self):
        return ['-fPIC']

    def get_flags_opt(self):
        #return ['-i8 -xhost -openmp -fp-model strict']
        return ['-xhost -O1 -openmp -fp-model strict -fPIC']

    def get_flags_arch(self):
        return []