How can I clean the (lime scale?) off this kitchen sink at work?

So this is before and after of what I managed to do today, just by using a cheap sponge and some fairy washing up liquid. What can I use to get rid of all the hard crusted yucky stuff from the tap. It’s like sand paper to touch, doesn’t smell or anything just very much caked in there.