- Islandwide (Singapore) Singapore
工作地点
职位描述
岗位职责
About
The employer is a start-up quantitative trading firm based in Singapore, developing a next-generation platform.
The role
Join our team to conduct research and develop strategies.
What you will do
• Develop, test and calibrate statistical and machine-learning models that forecast prices in various assets.
• Build and analyse features from large market datasets, and evaluate model performance with rigorous out-of-sample methods.
• Apply modern techniques, including deep learning and reinforcement learning, to improve the firm's predictive models.
• Work with engineers to move research into production, and monitor how models perform in live trading.
• Document your work and present findings clearly to the research team.
What you will need
• Bachelor's or Master's degree in statistics, computer science, mathematics, physics, engineering or another quantitative discipline (completed, or due within 12 months).
• Strong foundation in probability, statistics and linear algebra.
• Programming ability in Python (or a similar language) for data analysis and modelling.
• Clear written and verbal communication of methods and results.
Nice to have
• Research experience or internships in quantitative finance, machine learning or data science.
• Working knowledge of modern machine-learning methods, gained through coursework, research, internships or projects.
• Experience with C++ or deep-learning frameworks such as PyTorch.
• Strong results in quantitative competitions (for example mathematics, statistics, programming or data-science competitions).
EA licence 15C7529
EA Personnel R1985185
重要安全守则
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