My parents are Singapore Citizens/PRs, and I hold a work permit. Will the PR application procedure be easier for me?

Work permit holders are not eligible for PR application. You must hold at least S Pass to become eligible. With an S Pass, having local parents may provide you an edge with your PR application. However, you need to apply yourself for PR/Citizenship if you are over 21 years old.