Deep Learning Researcher | Trading Team

Jump Trading, LLC.; Singapore; On-site; SGD 80,000 - 120,000; Full time

Job summary

A global trading firm in Singapore is seeking experienced research scientists who specialize in deep learning. This role involves implementing open-ended research projects and improving tools and infrastructures in quantitative research. Candidates should have at least 5 years of industry experience, with proficiency in Python or C++. A strong foundation in mathematics and statistics, along with a PhD or Master's degree in relevant fields, is essential. This position promises a collaborative environment focused on innovation and research advancement.

Qualifications

• 5+ years of experience in developing deep learning systems.
• Creative, self-motivated thinkers eager to solve problems.
• Strong publications at leading conferences.

Responsibilities

• Implement open-ended research projects from concept to production.
• Continuously improve model design, tools, and infrastructure.
• Target projects in quantitative research and monetization.

Skills

Deep Learning systems development

Problem-solving

Proficiency in Python

Proficiency in C++

Mathematics

Statistics

Collaboration

Excellent communication

Education

PhD in Computer Science

Master's degree in Mathematics

Job description

Jump Trading Group is committed to world class research. We empower exceptional talents in Mathematics, Physics, and Computer Science to seek scientific boundaries, push through them, and apply cutting edge research to global financial markets. Our culture is unique. Constant innovation requires fearlessness, creativity, intellectual honesty, and a relentless competitive streak. We believe in winning together and unlocking unique individual talent by incenting collaboration and mutual respect. At Jump, research outcomes drive more than superior risk adjusted returns. We design, develop, and deploy technologies that change our world, fund start-ups across industries, and partner with leading global research organizations and universities to solve problems.

The quantitative trading teams at Jump Trading probe and examine the global markets, seeking to understand the complexities of various traded products and exchanges. They leverage their impeccable statistical analysis, machine learning and deep learning skills, using the results of their research to make forecasts and develop profitable predictive trading models.

What You’ll Do:

We are seeking research scientists with a demonstrated ability to apply deep learning to achieve state-of-the-art capabilities in complex and challenging domains. The ideal person for this role will be capable of implementing an open-ended research project from concept to production and continuously improving model design, tools, and infrastructure. Potential projects may target any area of the quantitative research and monetization process. We believe that successful research efforts require a fluid mix of skills including ML expertise, engineering pragmatism, statistics and market intuition.

Skills You’ll Need:

• At least 5+ years of experience in developing DL systems with measurable impact in industry and/or academia.
• Creative thinkers who are driven, self-motivated, and eager to solve challenging problems.
• Proficiency in Python and/or C++.
• Strong foundation in mathematics and statistics.
• Ability to thrive in a collaborative, team-oriented environment.
• PhD, or Master's degree in Computer Science, Mathematics, (or related subject).
• Strong publications record at ICML, ICLR, AAAI, NeurIPS, UAI, KDD, or equivalent.
• Reliable and predictable availability.
• Excellent written and verbal communication skills in English.

We invest in what’s next. Then we build it.