Does an intern pay tax if he or she earns R10000?

I need to know if am in an internship programme for one year and earning 10000 I am I going to pay tax

Yes, you should be paying tax.
Please use our SARS income tax calculator to see the amount of tax you should be paying on your monthly salary.