Machine Learning Engineer
Core
Designing and maintaining ML infrastructure and research workflows to drive decision-making in a global trading environment.
Role type
Senior IC machine learning engineer (trading systems)
Builds
Training and inference infrastructure, reproducible research codebases, and ML experimentation pipelines
Domain
Financial trading / Machine Learning
Deliverable
production ML models | infrastructure | research
Required skills
Machine learning ecosystem knowledge, mathematical foundations (optimization, linear algebra), training/inference infrastructure, research codebase management, ML framework expertise (PyTorch, Jax, TensorFlow), system design
Preferred skills
Experience with ensemble methods, academic paper analysis, hardware experimentation
Technologies
PyTorch, Jax, TensorFlow
Responsibilities
Build and maintain training and inference infrastructure; enhance research workflows to tighten feedback cycles; understand and apply mechanics behind various modeling techniques; create organized, reproducible research codebases; wrangle ML frameworks for experimentation
Seniority
Senior, hands-on IC