Collaborate with various Systematic PMs to understand investment strategy objectives.
Develop and implement algorithmic tool kits to prevent back-test overfitting, improve out-of-sample performance.
Apply algorithms & data structures to provide recommendations to strategy developers.
Refine trading models using statistical analysis, mathematical concepts.
Work closely with the production team to integrate strategies into the live-execution environment.