Strategic Quantitative Modeling Expert
22 hours ago
At IMC Financial Markets, we're seeking a highly skilled Strategic Quantitative Modeling Expert to spearhead the development of high-to-mid frequency delta one trading strategies and predictive models for the APAC markets.
This role offers an unparalleled opportunity to push the boundaries of Machine Learning in trading, unlock significant edges in execution, and collaborate with a world-class research team to drive innovation.
Your key responsibilities will include:
- Leveraging deep learning techniques to improve prediction quality in a trading context
- Collaborating with feature engineers and traders to craft and utilize feature sets to maximum effect
- Developing and refining sampling, weighting, cost, target, hyperparameters, and network architecture to suit various problems and data presentations
- Pioneering the team's progress by staying abreast of the latest developments in industry and academia, and tackling some of the most challenging problems in the quant space
- Mentoring and growing the skills of junior colleagues, clearly and simply explaining complex concepts
- Applying a deep understanding of distributed computing to align training hardware and approach, rapidly achieving strong results on large datasets
Our ideal candidate will possess:
- A graduate or postgraduate degree from a top university, majoring in machine learning, statistics, or STEM subjects
- 3+ years of experience as a quantitative modeler, with specific expertise in high-to-mid frequency delta one trading and a proven track record of developing and improving deep learning models with outperformance in production
- Strong programming experience in at least one language and a mainstream deep learning framework (TensorFlow, PyTorch, or other)
- A deep understanding of CNN, RNN, LSTM, and transformers
We offer a competitive salary of $120,000 - $180,000 per annum, commensurate with experience. Our company culture values collaboration, open idea sharing, and a commitment to growth and innovation.
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