Machine Learning Engineer — Production Infra & Research

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

Job summary

A global trading firm in Hong Kong seeks an experienced engineer to join their ML team. The role involves enhancing the ML platform through strong mathematical foundations and machine learning expertise. You will collaborate with a passionate team in a dynamic environment, applying varying ML methodologies and improving research workflows. Candidates should have a curious mindset, experience with ML infrastructure, and an enthusiasm for the latest developments in the field.

Qualifications

• Strong mathematical background with knowledge of optimisation theory and linear algebra.
• Experience building and maintaining ML infrastructure from concept to production.
• Ability to create reproducible results with an organized research codebase.

Responsibilities

• Drive the direction of the ML platform and enhance research workflows.
• Utilize in-depth knowledge of ML ecosystems and techniques to aid decision-making.
• Collaborate with the ML team to implement and explore new ideas in a dynamic environment.

Skills

Machine learning

Mathematics

Infrastructure development

ML frameworks (PyTorch, Jax, TensorFlow)

Research code organization

Job description

A global trading firm in Hong Kong seeks an experienced engineer to join their ML team. The role involves enhancing the ML platform through strong mathematical foundations and machine learning expertise. You will collaborate with a passionate team in a dynamic environment, applying varying ML methodologies and improving research workflows. Candidates should have a curious mindset, experience with ML infrastructure, and an enthusiasm for the latest developments in the field.