Is a Bachelor's degree optional now?

It's been two months now that I have been working at a semi-gov company after my poly graduation. Decent pay for a poly graduate (3.8-4.2k) but low for the sector (tech/software eng).

Should I quit this job to go NUS CS with scholarship?

I have currently decided to go uni but I keep feeling bad about quitting the job, like an opportunity lost...