Visualizing every job in the world

Imagine you have to classify every single job title in the world into 10 categories, how would you go about it?

This is a fairly hard problem to solve. However, the European Union has actually taken it on. They named it: the ESCO project. (ESCO stands for European Skills, Competences, Qualifications and Occupations).