Frame quality - paint chipping away

I recently bought a Raliegh One Way bike. I think it's 2010. I've disassembled it to clean up and update some of the parts. I noticed the frame has paint chipping off near the bottom bracket. Should I be concerned about it? Is there anything I can do?