Quantitative Researcher: Trading & ML Modeling

Trading Interview; Singapore; On-site; SGD 120,000 - 210,000; Full time

Job summary

Jump Trading Group seeks a quantitative researcher to analyze large data sets, identify patterns, and build predictive trading models. You will work with traders, researchers, and engineers to advance forecasting methods and deploy robust research outputs.

The role emphasizes strong C++ programming in Linux, machine learning, and data mining techniques, with frequent collaboration across teams to translate research into trading insights.

Qualifications

• Experience applying statistical models in a trading or research context.
• Strong programming and debugging skills in C++ under Linux.
• Hands-on experience with forecasting and data mining techniques (regression, neural nets, SVMs).

Responsibilities

• Collect and analyze large data sets to identify patterns and insights for forecasting and predictive models.
• Collaborate with traders, researchers, and engineers to push for robust research outputs.
• Develop and test statistical models with emphasis on performance and reliability.

Skills

C++

Linux

Data mining

Machine learning

Python

R

Matlab

Statistics

Communication

Collaboration

Education

Master's or PhD in Statistics, Physics, Mathematics

Tools

Python

R

Matlab

Job description

Jump Trading Group seeks a quantitative researcher to analyze large data sets, identify patterns, and build predictive trading models. You will work with traders, researchers, and engineers to advance forecasting methods and deploy robust research outputs.

The role emphasizes strong C++ programming in Linux, machine learning, and data mining techniques, with frequent collaboration across teams to translate research into trading insights.