The opposite would then be someone addicted to work and/or obsessed with working, obsessed with productivity. Now what is the word for that disease? Is it contagious?
If an ergophobe is one who fears, detests, or hates work, then the word for someone obsessed with work, or who loves work would logically be an ergophile.