[Answered ]-Why is pip installation of scipy failing in elastic beanstalk?

You need to have a BLAS/LAPACK installed (so that atlas and atlas-dev are available on your system). See this link for instructions and try adding libblas-dev and liblapack-dev to the yum list of packages in your config file.