1. What a Quant Does A quant’s job is to design and implement mathematical models for finance, including derivative pricing, risk valuation, and predicting market behavior. 2. Types of Quants Desk quant, who develops pricing models used directly by traders. The advantage is being close to the money and the opportunities encountered in trading.