How to apply for a tax number without getting penalised?

If someone has never had a tax number and has only had temp jobs like waitering, bar men, etc and now has had a fixed job. How would one go about applying for a tax number and what are the consequences for not having done this earlier on?

How much did you earn in the previous years? Please read our blog on How to get a SARS tax number