Machine Learning Engineer

Jane Street

Hong Kong, Hong Kong
On-site
Experience building training and inference infrastructure
Strong mathematical background in optimization and linear algebra
Expertise wrangling ml frameworks like pytorch or jax
The role involves driving the direction of the ML platform within a unique, rapid-feedback trading environment

Job Summary

  • The role involves driving the direction of the ML platform within a unique, rapid-feedback trading environment.
  • Candidates will apply various modeling techniques including neural networks and gradient-boosted trees to aid decision-making.
  • Successful engineers must be able to break down the mathematics behind modeling techniques while enhancing research workflows.

Matching Summary

The role involves driving the direction of the ML platform within a unique, rapid-feedback trading environment.

Skills & Requirements

Must-have

  • Experience building training and inference infrastructure
  • Strong mathematical background in optimization and linear algebra
  • Expertise wrangling ML frameworks like PyTorch or Jax
  • Ability to create organized and reproducible research codebases

Nice-to-have

  • Passion for keeping up with state of the art papers
  • Curious mind and passion for solving interesting problems
  • Willingness to ask hard questions about approaches and tools

Key Requirements

  • Fluent in English
  • In-depth knowledge of the ML ecosystem

Work Rights

Not specified

Tailored Resume

Cover Letter