Machine Learning Researcher – PhD Graduate (Asia)

Citadel; Hong Kong; On-site; HKD 600,000 - 1,200,000; Full time

Job summary

Citadel is seeking a Machine Learning Researcher — PhD Graduate for Asia with opportunities in Hong Kong or Singapore. You will develop next-generation models and trading approaches, applying ML, NLP and statistics to big, complex financial datasets.

You hold a PhD in a highly quantitative field and have strong Python/C++ programming skills, a solid ML research record, and the ability to communicate complex ideas concisely to peers and stakeholders.

Qualifications

• PhD in mathematics, statistics, physics, CS or equivalent.
• Advanced training and a strong research track record in ML, DL or NLP.
• Hands-on programming in Python or C++ and data-driven research experience.

Responsibilities

• Use statistics and ML to extract patterns from large datasets in financial domains.
• Back-test models and document research findings clearly.
• Implement algorithms in high-quality production-ready code.

Skills

Python

C++

Machine learning

Statistics

Education

PhD in quantitative field

Tools

PyTorch

TensorFlow

Job description

Machine Learning Researcher - PhD Graduate (Asia) - Citadel# Machine Learning Researcher – PhD Graduate (Asia)Hong Kong, Singapore## Job DescriptionAt Citadel, our mission is to be the most successful investment team in the world. Machine Learning Researchers play a key role in this mission by developing next-generation models and trading approaches for a range of investment strategies. You’ll get to challenge the impossible in quantitative research by applying sophisticated and complex statistical techniques to financial markets, some of the most complex data sets in the world.Your Objectives* Use statistics, machine learning (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 findingsYour Skills & Talents* PhD degree in mathematics, statistics, physics, computer science, or another highly quantitative field* Advanced training and a strong research track record in machine learning, statistics, deep learning, natural language processing, artificial intelligence, or a closely related quantitative field* Prior experience working in a data driven detailed research environment* Hands on programming experience in Python or 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 problemsOpportunities available in Singapore and Hong Kong.*We collect and use personal data in accordance with our* *Privacy Policy**. We retain data on prospective candidates and may consider suitability for alternative opportunities at Citadel. For more information, see our* *Privacy Policy*## About CitadelCitadel is one of the world’s leading alternative investment managers. We manage capital on behalf of many of the world’s preeminent private, public and nonprofit institutions. We seek the highest and best use of investor capital in order to deliver market leading results and contribute to broader economic growth. For over 30 years, Citadel has cultivated a culture of learning and collaboration among some of the most talented and accomplished investment professionals, researchers and engineers in the world. Our colleagues are empowered to test their ideas and develop commercial solutions that accelerate their growth and drive real impact.