Quantitative Researcher

6 days ago

Sydney, New South Wales, Australia IMC Financial Markets Full time
Quantitative Researcher - APAC Markets

We're seeking an experienced quant researcher to develop high to mid frequency delta one trading strategies and predictive models for the APAC markets.

About the Role

As a quantitative researcher, you will be responsible for performing large scale data analysis to derive statistically profitable predictions of market behavior. These predictions are used to inform all of our trading, and improvements have a high and visible impact across the office. You will also help to shape the direction we take across research and tooling.

Key Responsibilities

  • Leverage deep learning techniques to improve prediction quality in a trading context
  • Collaborate with feature engineers and traders to ensure the feature set is crafted and used to maximum effect
  • Develop and improve sampling, weighting, cost, target, hyperparameters and network architecture to suit a range of problems and data presentations
  • Push the team forward by keeping abreast of the latest developments in industry and academia, and tackling some of the hardest problems we have in the quant space
  • Mentor and grow the skills of more junior colleagues in the space, and clearly and simply explain complex concepts
  • Apply understanding of distributed computing, and how to align training hardware and approach to rapidly achieve strong results on very large datasets

Requirements

  • Graduate & Postgraduate study from top universities, majoring in machine learning, statistics, or STEM subjects
  • 3+ years experience as a quantitative modeller, with specific experience in the high to mid frequency delta one space. Have a proven track record of developing and improving deep learning models with proven outperformance in production
  • Strong programming experience in at least one language, and mainstream deep learning framework (TensorFlow, PyTorch or other)
  • Deep understanding of the strengths & weaknesses of CNN, RNN, LSTM and transformers

About IMC Financial Markets

IMC Financial Markets is a leading trading firm, known worldwide for our advanced, low-latency technology and world-class execution capabilities. We've been a stabilizing force in the financial markets for over 30 years, providing the essential liquidity our counterparties depend on. Our talented employees are united by our entrepreneurial spirit, exceptional culture, and commitment to giving back.

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