Machine Learning Engineer

Jane Street

New York, United States
On-site
Experience building training and inference infrastructure
Strong mathematical background in optimization theory
Expertise wrangling ml frameworks like pytorch
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.
  • Successful candidates will apply deep knowledge of various modeling techniques to aid decision-making processes.
  • The team values software engineering craft and designing delightful APIs and systems for internal use.

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 theory
  • Expertise wrangling ML frameworks like PyTorch
  • Ability to create reproducible research codebases
  • Understanding of neural networks and ensemble methods

Nice-to-have

  • Passion for keeping up with state of the art
  • Willingness to ask hard questions about approaches
  • Familiarity with Jax or TensorFlow frameworks
  • Curious mind and passion for solving problems

Key Requirements

  • Robust experience in machine learning
  • In-depth understanding of ML ecosystem
  • Proven ability to maintain organized research codebase

Work Rights

Not specified

Tailored Resume

Cover Letter