I would define a junior developer as anyone who is not going to be very effective without some supervision. In other words, they have things to learn and need guidance and oversight before they will be able to do much correctly on their own. This could focused on tools, techniques, processes, it doesn't really matter. So I don't think the definition is different for web or systems development, although the tools and depth of experience might be.