Quantitative Modeling Specialist

2 weeks ago

Sydney, New South Wales, Australia IMC Financial Markets Full time

Evolve Our Trading Strategies with Machine Learning Expertise

We're seeking an experienced Quantitative Researcher to develop innovative high to mid frequency delta one trading strategies and predictive models for the APAC markets. If you're passionate about harnessing Machine Learning to push the boundaries of our trading capabilities, this role may be the perfect fit.

You'll be responsible for analyzing large datasets to derive statistically profitable predictions of market behavior. These predictions will inform our trading decisions, and your contributions will have a direct and visible impact across our offices. Additionally, you'll collaborate with our research team to shape the direction of our research and tooling initiatives.

As part of our established and growing research team, you'll work closely with traders, software, and hardware developers to identify areas for improvement in our models and see them impact our production results. Our collaborative environment fosters open idea sharing and collaboration across disciplines, desks, and offices.

Your Key Responsibilities:

  • Develop and Improve Prediction Models
  • Collaborate with Feature Engineers and Traders
  • Enhance Sampling, Weighting, and Hyperparameters
  • Stay Up-to-Date with Industry and Academic Developments
  • Mentor Junior Colleagues
  • Apply Distributed Computing Expertise

About You:

  • Graduate or Postgraduate degree from a top university in Machine Learning, Statistics, or a STEM field
  • 3+ years of experience as a Quantitative Modeler, with specific expertise in high to mid frequency delta one trading
  • Strong programming skills in at least one language and a mainstream deep learning framework (TensorFlow, PyTorch, or other)
  • Deep understanding of CNN, RNN, LSTM, and transformer architectures

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