It should depend on what market they are trading...

If they trade equities, you should prepare for some equity evaluation methods. If they trade derivatives, I guess you have to know some fundamental derivative trading strategies etc. Different markets have different key elements... FX, Fixed-income, commodity, equity,...In trading industry, statistics is heavily used by traders. If you know some technical analysis and fundamental analysis, you should be fine. Good luck to you!