Jobs

    Junior Quantitative Analyst - Singapore - TECHNOLOGY SERVICES GROUP PTE. LTD.

    TECHNOLOGY SERVICES GROUP PTE. LTD.
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    Description
    Roles & Responsibilities

    Our company is at the forefront of innovation in financial technology. Our mission is to develop an AI-driven platform that predicts market trends, empowering retail investors with the tools previously only accessible to professionals. We're looking for a talented Senior Machine Learning Developer with an interest in finance to join our growing team in our Singapore office.

    Job Responsibilities:

    • Focuses on bridging financial models to machine learning and deep learning models to financial models.
    • Focuses on bridging manual subject matter experts' rule-based financial strategies to ML/AI strategical agents such as multi-agent modelling, macro-micro model ensembles.
    • Combine statistical and non-statistical models via meta-learners.
    • Range of work scope may involve that extends but not limited to: AI Stock Screener using Bayesian Modelling etc., AI Portfolio Optimization using Reinforcement Learning, AI Stock Trends Prediction using PyTorch Forecasting etc.
    • Combine classical model evaluation with financial trading evaluation metrics such as Sharpe, Turnover, Fitness, Returns, Drawdown, Margin, Long Count, Short Count, Sector/Subindustry Allocations etc.
    • Part of a sub-team focusing on full autonomous AI Trading under a larger trading division.

    Job Requirements:

    • Bachelor's degree of Financial Engineering Background or relevant qualifications.
    • Possess stack: PyTorch/Tensorflow, Python, R and SQL.
    • Experiences in Alpha generations and metrics evaluation contextualization to financial trading metrics.
    • Able to explain the meaning behind 'everything is AI but nothing is AI'.

    Kindly inform that only shortlisted candidate will be notified.

    Tell employers what skills you have

    Perl
    Machine Learning
    Forecasting
    Classical
    Credit Risk Management
    Derivatives
    Financial Engineering
    Mathematics
    Fitness
    Unix
    Risk Management
    PyTorch
    Python
    Prediction
    Turnover
    C++


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