Quantitative Researcher - Deep Learning
London, England, United Kingdom
GBP 95K-110K (estimate) Mid-level Full Time
Tasks
- Collaborate with engineers and trading technologists
- Conduct original machine learning research
- Design deep learning models for cross sectional prediction
- Design deep learning models for time series prediction
- Estimate model uncertainty
- Improve evaluation methods
- Improve model objectives
- Improve model optimization
- Improve regularization
- Improve robustness under distribution shift
- Integrate research into production systems
- Learn market structure for modeling decisions
- Scale machine learning models
Perks/Benefits
- Breakfast provided
- Caregiver support
- Fitness classes
- Lunch provided
- Medical benefits
- Onsite doctor
- Onsite gym
- Paid holiday
- Paid sick days
- Pension contributions
- Sauna
- Therapist
Skills/Tech-stack
Causal Inference | Continual Learning | Cross Sectional Prediction | Deep learning | Experimental Design | HPC | Low Latency | Low-Latency Systems | Machine Learning | Online Learning | Optimization | Probabilistic Modeling | Programming | Regularization | Reinforcement Learning | Series modeling | Statistical modeling | Time Series | Time Series Modeling | Uncertainty Estimation
Education
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