You'd probably call them a "germophobe". The "-phobe" ending indicates a fear of something. Fear of germs in this case. You can also spell it germaphobe. Other words that mean the same thing: mysophobe, verminophobe, bacillophobe, bacteriophobe.

The person has OCD (obsessive compulsive disorder)!