Removing unused parameters in code is important for several reasons. Firstly, it improves code readability and makes it easier for others to understand. Secondly, it helps with code maintenance, enhances performance, avoids bugs, and promotes better API design. Tools like CodeRush can be useful in automatically removing unused parameters and refactoring the code accordingly, streamlining the process.