Systematic Machine Learning Quant Researcher

4 days ago


Singapore TECHNOLOGY SERVICES GROUP PTE. LTD. Full time

Leading AI quant fund are looking to hire a machine learning quant researcher onto their systematic team.

**Role**:

- Conduct quantitative research with PM and other AI quants to develop and back-test different machine learning and statistical models, as well as productionize such models.
- Combine sound financial insights and machine learning techniques to explore, analyze, and harness a large variety of datasets.
- Use a rigorous scientific method to develop sophisticated trading models and shape our insights into how the markets will behave.
- Focuses on Time-Series Transformers Based such as TFT
- Focuses on Pytorch Forecasting, GlutonTS, NeuralForecast StacksUnderstanding the difference between autoregressive versus latent properties

**Requirements**:

- Masters/PhD degree in Mathematics, Physics, Financial Engineering, Computer Science, Statistics with specialization in Machine Learning
- Experience working with large datasets and machine learning techniques
- Experience in one or more of deep learning, reinforcement learning, non-convex optimization, Bayesian non-parametrics, NLP or approximate inference.
- Publications at top conferences such as NeurIPS, ICML, ICLR etc. is highly desirable.
- Experience in a high-performance language (ideally C++, or similar languages)
- Outstanding performance in any quantitative field or contest (Kaggle, hackathons, Olympiads, academic contests etc.).
- Experience implementing machine learning algorithms in industry.
- Open to ML quants who are already working within finance or ML quants within tech who are interested to move to finance.
- **Trading Background is not a pre-requisite for the above role.



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