Upender,
Are you/repository registered to that specific job server?
Also, you can access Tools --> Options --> Job Server and see if the drop-down has the job server listed.
If you had the repository previously running jobs against that job server, I would suggest to reboot the job server machine.
Cheers
Ganesh Sampath