Lead Fraud Data Scientist
Tasks
- Analyze user behavior
- Build dashboards for fraud KPIs
- Build features for fraud detection
- Communicate results to non-technical audiences
- Conduct network analysis
- Define fraud machine learning strategy
- Deploy monitor and maintain models in cloud
- Design and execute A/B tests
- Design lending fraud mitigation models
- Detect application fraud
- Detect loan default fraud
- Detect synthetic identity fraud
- Establish machine learning best practices
- Integrate machine learning scores with rule engines
- Investigate emerging fraud patterns
- Measure fraud detection and user experience impact
- Mentor junior data scientists
- Monitor fraud models in production
- Own fraud model lifecycle
- Perform clustering and outlier detection
- Perform data exploration
- Train validate deploy fraud models
- Visualize fraud loss rates and false positive rates
Perks/Benefits
- N/A
Skills/Tech-stack
A/B | A/B Testing | AWS | Algorithmic Fairness | Azure | B testing | CI/CD | CatBoost | Clustering | Feature Engineering | GCP | Graph Neural Networks | Isolation Forest | K-Means | K-Nearest Neighbors | K-nearest | LIME | Lasso | LightGBM | Logistic Regression | Looker | MLOps | Machine Learning | Model Deployment | Model Explainability | Model Monitoring | Nearest neighbors | Neo4j | Network Analysis | NetworkX | Neural Networks | Outlier Detection | Pandas | Python | Ridge | SHAP | SQL | Sampling techniques | Scikit-learn | Statistics | Tableau | XGBoost
Education
N/A
Roles
Data Scientist | Lead | Lead Data | Lead Data Scientist | Scientist
Regions
Countries
States
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