Data Scientist, Trading & Execution

Polymer Capital Hong Kong; Hong Kong; On-site; HKD 900,000 - 1,400,000; Full time

Benefits offered by this job

Medical Insurance

DEI initiatives

Professional development

Global exposure

Equal opportunity employer

Job summary

Polymer Capital Management is a market-neutral, multi-manager investment platform focused on Asia. The team undertakes data analysis, predictive modeling, testing, and data management to uncover trading patterns and insights.

This role emphasizes rigorous quantitative methods and clear communication of findings to diverse audiences. Based in Hong Kong, you will join a collaborative environment with opportunities for professional development and exposure to Asia-focused markets.

Qualifications

• Deep understanding of statistical & probability analysis and quantitative methods.
• Hands-on experience with state-of-the-art AI techniques (e.g. model training/fine-tuning, agent workflow development).
• Proficiency in Python, with strong problem-solving abilities.
• Experience with data manipulation and machine learning libraries (Pandas, NumPy, PyTorch, scikit-learn).
• Excellent verbal and written communication skills, with the ability to present complex findings clearly to diverse audiences.

Responsibilities

• Data Analysis & Modeling: Collect, clean, and analyze vast datasets to uncover trading patterns and correlations.
• Predictive Modeling: Develop and deploy ML/AI models to forecast market movements.
• Testing & Evaluation: Hypothesis testing and refining models for robustness.
• Data Management: Prepare and manage data for model building and analysis.

Skills

Statistical analysis

AI techniques

Python

Tools

Pandas

NumPy

PyTorch

scikit-learn

Job description

Polymer Capital Management is a market-neutral, multi-manager investment platform based in and focused on Asia. Polymer combines established institutional support and deep knowledge of local financial markets with a dedication to discovering and developing the region's best investment talent. Polymer was established in conjunction with PAG, one of the world's largest Asia-focused alternative asset managers, in 2019.

• Data Analysis & Modeling: Collect, clean, and analyze vast datasets, including market data, PM position data, social media sentiment, alternative big data, and economic indicators, to uncover trading patterns, behavior patterns, and correlations.
• Predictive Modeling: Develop and deploy machine learning, artificial intelligence, and statistical models to forecast market, industry sector, alpha, and security movements/rankings.
• Testing & Evaluation: Rigorously hypothesis testing, evaluation, and refining models to ensure robustness of decision making.
• Data Management: Handle the complex process of data preparation and management for model building and analysis.

Requirements

• Deep understanding of statistical & probability analysis and quantitative methods.
• Hands-on experience with state-of-the-art AI techniques (e.g. model training/fine-tuning, agent workflow development), with demonstrated project delivery.
• Proficiency in Python, with strong problem-solving abilities.
• Experience with data manipulation and machine learning libraries (e.g., Pandas, NumPy, PyTorch, scikit-learn).
• Excellent verbal and written communication skills, with the ability to effectively present complex findings clearly to diverse audiences.
• Ability to work collaboratively in a team-oriented environment and to foster a culture of learning and knowledge-sharing within the team.
• A good understanding of financial markets, market microstructure, trading algorithms and/or the business context of data science applications is a strong plus
• Research or experience related to behavioral finance is a strong plus
• Prime Location: You'll work full time from our centrally located office space in the heart of Hong Kong
• High-Growth: We have a team of highly ambitious professionals with a strong desire to learn and develop their skills.
• Equal opportunity employer: We celebrate diversity and are committed to creating an inclusive environment for all employees.
• Global exposure: With six offices and three affiliate offices around the region, Polymer teams work together to solve meaningful problems at scale.
• Dynamic and Collaborative Environment: Opportunity to work with industry leaders and experts to engage in exciting projects and fulfilling challenges.
• Medical Group Insurance
• DEI and Philanthropy Initiatives
• Professional Learning & Development Opportunities