Quantitative Researcher - Machine Learning
仕事内容
Line 1: We are seeking a Quantitative Researcher to develop and improve systematic trading signals using machine learning and statistics.
Line 2: Design non-linear signal combination frameworks and advance regime-aware models based on market states.
Line 3: Research and validate ML-based trading signals on intraday and daily data, with rigorous backtesting.
Line 4: Integrate signals into risk sizing, portfolio construction, and optimization frameworks.
Line 5: Collaborate closely with traders and infrastructure teams to transition research into production systems.
Line 6: Requires 3+ years of experience in quantitative research or applied ML in financial markets; strong Python and time-series skills.
Line 2: Design non-linear signal combination frameworks and advance regime-aware models based on market states.
Line 3: Research and validate ML-based trading signals on intraday and daily data, with rigorous backtesting.
Line 4: Integrate signals into risk sizing, portfolio construction, and optimization frameworks.
Line 5: Collaborate closely with traders and infrastructure teams to transition research into production systems.
Line 6: Requires 3+ years of experience in quantitative research or applied ML in financial markets; strong Python and time-series skills.
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