AI/ML Quantitative Trading Researcher – Associate

Fairygodboss; Singapore; On-site; SGD 100,000 - 180,000; Full time

Job summary

J.P. Morgan is seeking experienced AI/ML experts to join our team to accelerate application of the latest AI/ML methods on systematic trading strategy R&D.

You will have independence, strong data and engineering support, and deployment into production trading with P&L responsibility. As an Associate in the Automated Trading Strategies group, you will work on FX, Rates, Commodities and Credit markets, focusing on data featurization, architecture design, training dynamics, and trading decision

Qualifications

• Advanced degree (Masters, PhD, or equivalent) in Machine learning, Maths, Computer Sciences, Engineering or related fields.
• At least 1 year experience in machine learning and deep learning research for any domain.
• Relevant experience using frameworks such as PyTorch, TensorFlow and equivalent programs.
• Experience solving complex problems and comparing alternative solutions, tradeoffs, and different perspectives to determine a path forward.

Responsibilities

• Apply AI/ML model to find predictive pattern from large dataset
• Integrate prediction model into existing strategies or setup new one
• Contribute to team's AI/ML libraries as well as production algo system

Skills

Deep learning research

PyTorch

TensorFlow

Complex problem solving

Education

Advanced degree in Machine Learning/Math/CS/Engineering or related fields

Tools

Python

Job description

J.P. Morgan is seeking experienced AI/ML experts to join our team to accelerate application of the latest AI/ML methods on systematic trading strategy R&D.

You will have independence, strong data and engineering support, and deployment into production trading with P&L responsibility. As an Associate in the Automated Trading Strategies group, you will work on FX, Rates, Commodities and Credit markets, focusing on data featurization, architecture design, training dynamics, and trading decision