You can remember the meaning of 下班 with this easy mnemonic:
Once I finish work, I take out my basketball shoes from under (下) my desk and go play basketball with my favorite team (班).
Using mnemonics to remember the meaning of Chinese characters like can have an enormous impact on how long to learn Mandarin it takes.