Should I drop the job I have right mow to continue college? Does college degree will guarantee me the financial stability?

Im about to graduate senior high school this year. My batchmates are already seeking universities for college. I currently have a job, which is also aligned to my skills and passion. It pays decently like a fresh graduate would actually earn.

I am torn between staying here in my job or to pursue college. I dont know what will benefit me in the long run. I dont know if college degree will guarantee me a financial stability. I'm afraid to lose the opportunity that I have right now.

Please give me some advice, or if you were me, what would you choose? I will rather choose what will benefit me in the long run. Thanks