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Senior Machine Learning Researcher
·Israel
Not specifiedFull-timeData Sciencecapital markets
Develop ML models and trading strategies for high-frequency trading. Manage research applying ML, deep learning, signal processing, and data mining to financial datasets. Collaborate with R&D to optimize algorithms. Requires PhD/MS in STEM with 5+ years ML experience.
Responsibilities
- Lead independent research applying ML, deep learning, signal processing, and data mining to diverse datasets.
- Develop new trading strategies using quantitative analysis.
- Collaborate with R&D team to optimize and execute live trading algorithms.
Requirements
- Master's or PhD in Computer Science, Physics, Electrical Engineering, Mathematics, Statistics, or related quantitative field.
- 5+ years of experience in ML research, deep learning, or data mining.
- Proficiency in Python and/or C++ for software engineering.
- Strong statistical analysis and mathematical skills.
- Excellent teamwork and knowledge sharing abilities.
- Creative and self-motivated with a passion for solving complex problems.