Preparation time can vary based on individual experience and the specific role you're applying for. Generally, candidates spend anywhere from a few weeks to several months preparing. It's crucial to tailor your preparation to cover all aspects, including technical skills, problem-solving, system design, and mock interviews. Consistent, focused practice over time yields the best results.