If they called you on your mobile then for sure in the "received call log" there is a number to call back and get the details...did you try this??

If they called on your landline then chances to get their number are a little negligible.

Is your resume avilable on the internet?? that's how most of the companies or head hunters (HH) get the contact details of the persons "suitable" for the job.

Regards!!