Quantitative Researcher

Jane Street Jane Street · Quant · London, United Kingdom · Quantitative Research

Jane Street is seeking Quantitative Researchers to build models and systems for pricing and trading financial instruments. The role involves working with large datasets and advanced computing infrastructure, applying various statistical and ML techniques, and collaborating closely with engineers and traders. The focus is on developing actionable strategies based on data analysis and model building.

What you'd actually do

  1. build models, strategies, and systems that price and trade financial instruments
  2. experiment design, dataset generation, time series analysis, feature engineering, and model building for financial datasets
  3. diving deep into market data, tuning hyperparameters, debugging distributed training performance, or studying how our model likes to trade in production
  4. applying all different types of statistical and ML techniques, from linear models to deep learning, depending on what best fits a given problem
  5. adapt their findings into actionable strategies

Skills

Required

  • Python
  • logical and mathematical thinking
  • strong programming skills
  • open-minded thinking
  • precise communication

Nice to have

  • data science
  • machine learning
  • PhD or research experience

What the JD emphasized

  • model building for financial datasets
  • time series analysis
  • feature engineering
  • model building

Other signals

  • model building for financial datasets
  • deep learning
  • statistical and ML techniques