Machine Learning Researcher – PhD Intern (Asia)
Citadel SecuritiesAbout the Role
At Citadel Securities, a leading global market maker, the quantitative research team models the markets and brings trading strategies to life every day. The goal of this team is to leverage and tailor state-of-the-art machine learning and AI algorithms to modernize the quantitative trading industry.
- Dive into research through an 11-week internship program, collaborating and connecting with senior team members.
- Use statistics, machine learning or AI (e.g. deep learning, NLP) to extract patterns from various kinds of datasets through innovative and rigorous research.
- Implement algorithms in high-quality code.
- Work with large data sets, including unconventional and unstructured data sources.
- Back-test models and document research findings.
- Network and socialize with peers throughout the internship; opportunities available in Hong Kong and Singapore.
Responsibilities
- Use statistics, machine learning or AI (e.g. deep learning, NLP) to extract patterns from various kinds of datasets through innovative and rigorous research
- Implement algorithms in high-quality code
- Work with large data sets, including unconventional and unstructured data sources
- Back-test models and document research findings
Requirements
- PhD degree in mathematics, statistics, physics, computer science, or another highly quantitative field
- Advanced training and strong research track record in statistics, machine learning, AI, or another highly quantitative field
- Hands-on programming experience in scripting (e.g. Python) and/or compiled languages (e.g. C++)
- A background demonstrating strong problem-solving skills
- An ability to communicate advanced concepts in a concise and logical way
- Proficiency in creating and using algorithms to meticulously investigate and work through large data or error-checking problems
What You'll Get
- 11 week internship program with collaboration and connection with senior team members
- Opportunity to network and socialize with peers throughout the internship
- Signature internship program takes place June through August, with occasional flexibility to other times of the year