Specialize, if you want to join a team or company then you need to very good at one discipline (PHP Java whatever floats your boat) if you’re going freelance then you’ll need to be a sponge and absorb as much as you can.
Just go to Google and ask.
Website design is more creative work you need to have basic knowledge of color combination which will keep the visitors busy. Look and feel of the website also contribute great impact.