AI/ML Quant Specialist
Core
Research and develop advanced machine learning and statistical models for quantitative trading applications using large-scale, noisy datasets.
Role type
Senior IC machine learning engineer (quantitative finance)
Builds
Predictive models and probabilistic frameworks for financial markets
Domain
Financial markets / Quantitative trading
Deliverable
production ML models
Required skills
Machine learning, Statistics, Probability theory, Linear algebra, Optimisation, Python, PyTorch, JAX, TensorFlow, Deep learning, Time-series modelling, Reinforcement learning, Bayesian inference, Generative modelling
Preferred skills
Research experience in advanced ML, Strong mathematical foundations, Experience with large-scale data analysis
Technologies
PyTorch, JAX, TensorFlow, Python
Responsibilities
Research and develop advanced ML and statistical models for trading applications, Design rigorous experiments to evaluate model performance and generalisation, Collaborate with researchers and traders to identify ML opportunities, Develop scalable research workflows and move models towards production, Explore new approaches in time-series, representation learning, and generative modelling
Seniority
Senior, hands-on IC