TRR have partnered with a Global Fintech company who are looking for a for a commercially minded expert in Data Science and Machine Learning to work closely with their Product and Technology teams to allow them to develop, improve and innovate on their use of advanced analytical approaches within their software products.. The role offers circa £75k + benefits and is remote for UK based candidates.
Responsibilities:
- Research new machine learning algorithms and statistical techniques to solve problems in the detection and prevention of financial risk
- Interface with stakeholders within the business to understand analytical requirements and opportunities
- Provide expert input into future analytical strategies and product development
- Share knowledge of analytical techniques and tooling across engineering and wider business teams
- Contribute to the production of new analytical features through prototyping, requirements setting and implementation
- Developing statistical models and algorithms
- Working with development teams to support and enhance the analytical infrastructure
- Working with QA teams to advise on effective analytical testing
Experience:
- Knowledge of algorithms like lgbm, decision trees, XGBoost, K means, anomaly detection, Bayesian theory, etc
- Understanding of evaluation and explanation techniques in machine learning, e.g. overfitting, bias, cross validation, LIME, SHAP, etc.
- Experience and proficiency with Python and machine learning tools libraries like scikit-learn, pandas, numpy, etc and statistical packages e.g., Scipy
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