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Jobs in Singapore   »   Jobs in Singapore   »   Algorithm Developer
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Algorithm Developer

Bayside Trading Pte. Ltd.

Job Description: Use Python, C++ and various computer-assisted tools to develop algorithms to analyze the co-movement of asset returns across global and crypto markets, and incorporate these algorithms into our trading strategies (25%). Verify mathematical accuracy of machine-learning produced models (10%). Use mathematical, computer assisted, and statistical and analytical techniques to develop computer-based predictive trading and advanced models that forecast the short and long-term performance of various investment products (40%). Develop, improve, and operate the system for scalable back-testing of trading strategies on a distributed computing platform (15%). Use C++, Python and object-oriented design skills to conduct data analysis with large-scale datasets in a latency-sensitive production environment, and develop, improve and operate systems and tools for live trading management and post-trade analysis (10%).


Requirements:

Master's degree in Financial Engineering, Statistics, Mathematics or related quantitative field

5 years of experience using Python and C++ to develop algorithms to analyze the co-movement of asset returns

5 years of experience resolving operational issues by testing optimization strategies, troubleshooting and modifying software applications and advanced statistical models using Python and C++

5 years of experience verifying mathematical accuracy of machine-learning produced models

5 years of experience conducting data analysis with large-scale datasets in a latency-sensitive production environment using C++ and Python

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