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Quantitative Trading & Research - AI/ML Quantitative Researcher - Associate or Vice President

JPMorgan · London

1 month ago

Not specifiedFull_timesystematic tradingquantitative researchmarket microstructure

Workplace

Not specified

Employment

Full_time

Location

London

Posted

1 month ago

Summary

Lead quantitative research on Transformer-based and time-series foundation models for systematic trading across financial markets. The role focuses on large-scale pre-training, post-training, evaluation, and model-serving infrastructure using PyTorch or JAX, with applications in forecasting, pricing, market making, execution, and risk management.

Responsibilities

  • Pre-train foundation models from scratch
  • Develop representations and tokenization schemes
  • Design distributed training recipes
  • Fine-tune models for trading tasks
  • Evaluate robustness across regimes
  • Build training and model-serving components
transformerstime seriespytorchjaxlarge language modelsself-supervised learningdistributed trainingmixed precisioncheckpointingexperiment designablation studiesbenchmarkingtokenizationmodel servingfine-tuningpost-trainingscaling laws
systematic tradingquantitative researchmarket microstructuretime-series foundation modelselectronic market makingml infrastructure