Senior Data Scientist - Document Verification
Summary
Build and monitor ML models for document verification, analyze fraud trends, and create automation tools for model evaluation and labeling workflows.
- Analyze fraud trends customer behavior and attack vectors
- Build automation tools for model evaluation monitoring and labeling workflows
- Build dashboards and KPIs for model health and operational metrics
- Conduct statistical analysis and experimentation for product and machine learning performance
- Develop machine learning models for document verification
- Develop self service analytics and experimentation frameworks
- Evaluate model performance using offline and production datasets
- Measure precision recall FAR and FRR
- Partner with engineering to deploy monitor and improve production models