Data Scientist - Neural Net Forecasting
Welwyn Garden City, United Kingdom of Great Britain and Northern Ireland
GBP 26K-28K (estimate) Mid-level Full Time
Tasks
- Apply leakage controls
- Build training and backtesting pipelines
- Collaborate with engineering, product, and business stakeholders
- Deploy models with monitoring and retraining
- Design machine learning forecasting models
- Document and present modelling process
- Implement time series cross validation
- Mentor junior team members and interns
- Modify neural network forecasting algorithms
- Prototype machine learning solutions
- Validate and evaluate model performance
Perks/Benefits
- Annual bonus scheme
- Employee assistance programme
- Holiday allowance
- Maternity leave
- Paid leave
- Paternity leave
- Private medical insurance
- Virtual GP service
Skills/Tech-stack
Backtesting | CI/CD | Cloud Computing | Cross-validation | Data Visualization | Data leakage | Deep learning | Forecasting | GPU | Hadoop | Hierarchical Forecasting | Machine Learning | Mathematics | Neural Networks | Probabilistic Forecasting | PySpark | Python | Representation Learning | Series analysis | Spark | Statistical modeling | Time Series | Time Series Analysis | Transformer | Unit Testing | Version control
Education
Bachelor of Engineering | Bachelor of Science | Master of Science | PhD
Roles
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