You could start with topics such as
* Probability
* Statistics
* Analysis and calculus
* Stochastic processes and stochastic calculus
* Numerical methods
* Computational methods
* Modelling
* Optimisation
* Decision theory
* Data mining
* Time series
* Operational research
* Mathematical finance
* Mathematical economics
* Mathematical psychology
and the list could go on