Quantitative Developer – Compute & ML Platform

What You'll Be Doing

  • Extend the proprietary distributed dataset API with new operators, optimizations, and improved user experience
  • Design and implement machine learning pipelines covering training, tuning, serving, validation, and retraining
  • Enhance reliability, observability, and multi-user features of compute infrastructure, including resource management and workload isolation
  • Develop durable abstractions to maintain platform flexibility with evolving distributed compute backends
  • Write, support, maintain, and test code using unit testing, documentation, automation, and CI/CD workflows
  • Collaborate on platform direction, design, and architecture with team members
  • Work closely with researchers and platform engineers to align compute and storage capabilities

Requirements

  • 6+ years of Python and distributed systems experience in a quantitative finance environment
  • Bachelor’s degree in Computer Science, Mathematics, Financial Engineering, Operations Research, or related field
  • Deep knowledge of distributed compute frameworks such as Ray, Dask, Spark, PySpark, or Slurm
  • Hands-on experience with machine learning and deep learning workflows using PyTorch and XGBoost
  • Strong Python skills, optionally with kdb+ for platform and research development
  • Proficient with Git, Unix/Linux, Bash, and modern CI/CD workflows
  • Strong communication and collaboration skills in a team environment

Nice to Haves

  • Experience with kdb+, PyKX, Polars, Arrow, or columnar/lazy query engines
  • Knowledge of cash equities, live analytics, and cloud tooling including Kubernetes
AI Summary ✨

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