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Socure

Senior Data Scientist - Document Verification

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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

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