Identify Resume Structure
This is one of the famous implementations for your task. It works well mostly. If you just need such a tool you can use it. However, if you want to develop your own tools you might want to analyze its structure.
It is also able to look for specific skills in the resumes as mentioned here.
As in your requirement, it accepts pdf and also doc and returns json.