Tika is very good at converting documents to plain text. Very reliable too. The problem for us was that, most resumes have a lot of formatting in them. For example candidates use tables to structure data. When such a resume is converted to plain text using tika, it looks jumbled.

Will take a look at pandoc. Thanks for suggesting.