If you have been programming for a number of years, you probably have very good design and architectural coding skills. These skills are connected to visual design at a high level of abstraction.

Everything you already know about design and architecture in programming can be applied readily to visual design, with few exceptions. The problem is that your skill set is domain specific. You don’t have the bridge to apply what you know about software design into visual design.