Overcomplicating simple object creation. Frame the concept in practical terms so you can explain it during interview discussion.
A common mistake when implementing the Factory Pattern is over-engineering by using it for simple objects that don't require complex creation logic. For example, if all you need is a basic instance of a class without any configuration differences, a factory might be unnecessary and add unwanted complexity.