Deep Learning Quantitative Researcher
London, United Kingdom
GBP 95K-160K (estimate) Senior-level Full Time
Tasks
- Advise on model architecture selection
- Build standardized training and inference interfaces
- Deploy models to production
- Design Deep Learning Pipelines
- Drive applied deep learning research agenda
- Evaluate models on out of sample data
- Perform model design training validation and performance attribution
- Prevent data leakage and ensure honest benchmarking
- Review model designs and evaluation standards
- Train distributed deep learning models
Perks/Benefits
- N/A
Skills/Tech-stack
C plus plus | CUDA | Columnar data | Data Leakage Prevention | Data Pipelines | Data leakage | Data loaders | Data loading | Dataset Construction | Deep learning | Distributed Training | Ensembling | Experiment tracking | Hyperparameter Optimization | Language Models | Large Language Models | Leakage prevention | Machine Learning | Mixed Precision | Multi-GPU | Optimization | Python | Regularization | Reproducible Research | Statistics | Streaming Data | Streaming data loaders | Validation protocols
Education
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