Experience must include 5 years of experience developing, analyzing, and implementing statistical trading strategies; 5 years of experience working with large multivariate data sets to uncover patterns and relationships by applying timeseries, statistical inference, and machine learning techniques; 5 years of experience utilizing probability theory, feature engineering, and market experience to create transformation functions that can be effectively used as signals in portfolio construction or execution strategies; 4 years of experience building trading simulation systems and writing software required for connecting to exchanges for routing orders and parsing market data; 3 years of experience developing and managing interactions with external applications using lowlevel C and clean coding design principles; 3 years of experience participating in design and code reviews, designing and writing automated unit and functional tests, and solving production problems in a teamoriented environment.

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