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Man Group

Manages investments across public and private markets

Quantitative Researcher - ML

Quantitative ResearchConfirmed live in the last 24 hours
Full-timeShanghai, ChinaNo salary listedIn-person

About the Job

Requirements

  • An advanced degree in Computer Science, Statistics, Mathematics, Finance/Economics, or a related quantitative field from a top-tier institution.
  • A background in core machine-learning theory, including optimization, probabilistic modeling, and deep-learning architectures such as transformers and diffusion models.
  • Experience with cloud environments and multi-machine CPU/GPU setups.
  • Ability to communicate complex ideas clearly and collaborate with other teams to implement ideas into products.

Responsibilities

  • Develop and improve AI-driven quantitative investment strategies in financial markets within the dedicated China research team.
  • Support strategies from alpha generation through trade execution and implementation, working with team members to design, build, and enhance strategies using machine-learning and AI techniques.
  • Leverage large language models, natural language processing, and alternative-data pipelines to identify investment signals and data sources.
  • Use AI-powered data processing and feature engineering to gather, clean, and structure complex datasets for modeling at scale.
  • Design and implement deep-learning, reinforcement-learning, and statistical machine-learning models to build, backtest, and refine quantitative models.
  • Translate AI model outputs into actionable investment insights and ensure model interpretability and explainability when communicating results to stakeholders.
  • Research AI-enhanced strategy implementation, including machine-learning-based trading-cost models, learned risk models, AI-assisted portfolio optimization, and dynamic portfolio construction.

Desired Qualifications

  • A strong publication record or thesis work in machine learning or AI, including conference papers at NeurIPS, ICML, ICLR, or ACL.
  • Hands-on experience fine-tuning large-scale foundation models.
  • Prior experience in the investment field.

About the Company

Man Group

Manages investments across public and private markets

Man Group manages investments for institutions, financial advisers and individual investors across public and private markets. Its Man AHL and Man Numeric businesses use computer models to select and trade investments, while other teams analyse companies and markets directly. Clients access strategies covering shares, credit and multiple asset classes through funds or tailored investment portfolios. The group earns management fees based on assets and performance fees when portfolios meet agreed return conditions, with systems supporting research, trading and risk oversight. The business traces its roots to a sugar brokerage founded in 1783 in the City of London.

Company size
1,001-5,000
Company stage
IPO
Headquarters
London, United Kingdom
Founded
1783

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