Systematic Machine Learning Quant Researcher
at TECHNOLOGY SERVICES GROUP PTE LTD
Singapore, Southeast, Singapore -
Start Date | Expiry Date | Salary | Posted On | Experience | Skills | Telecommute | Sponsor Visa |
---|---|---|---|---|---|---|---|
Immediate | 29 Jul, 2024 | USD 7000 Monthly | 01 May, 2024 | N/A | Statistics,Deep Learning,Finance,Financial Engineering,Reinforcement Learning,Mathematics,Computer Science,Physics,Publications,Learning Techniques,Machine Learning | No | No |
Required Visa Status:
Citizen | GC |
US Citizen | Student Visa |
H1B | CPT |
OPT | H4 Spouse of H1B |
GC Green Card |
Employment Type:
Full Time | Part Time |
Permanent | Independent - 1099 |
Contract – W2 | C2H Independent |
C2H W2 | Contract – Corp 2 Corp |
Contract to Hire – Corp 2 Corp |
Description:
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 optimisation, 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.
Responsibilities:
- 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.
- Apply machine learning to a vast array of datasets
REQUIREMENT SUMMARY
Min:N/AMax:5.0 year(s)
Information Technology/IT
IT Software - Other
Software Engineering
Graduate
Machine learning
Proficient
1
Singapore, Singapore