An NOC (No Objection Certificate) is a letter from your current employer stating they have no objection to your applying for the new post.
It is usually asked for at the interview or document verification stage when you are already employed in a government or PSU job.
Private-sector employees generally do not need one unless the notification says so.
Apply for the NOC well in advance — some departments take weeks to issue it.