Remote Product Manager, Machine Learning and Machine Learning Model Operationalization

Summary

Join our team at Sift as we seek a Product Manager to lead ML and ML Operationalization efforts, driving fraud risk score accuracy and stability.

Requirements

• 3-5 years of Product Management experience in the ML and fraud prevention space
• Strong and proven experience with ML and ML model releasing and serving, including ensuring data quality, and performance monitoring
• Track record in translating business and user experience metrics onto ML metrics
• Program management capabilities
• Proven ability to manage ML model lifecycle and feature extraction
• Experience collaborating closely with engineers, data scientists, and customers

Responsibilities

• Own Sift’s Machine Learning Vision: collaborate with Engineering Leaders to increase customer value and simplification of our ML
• Oversee our Machine Learning outcomes: measure and monitor customer KPIs and advise ML research, development, and operations to improve said KPIs
• Drive Fraud Risk Score Accuracy & Stability: Ensure the accuracy and stability of fraud risk scores, including managing RiskWatch
• ML Model Release and Servicing: Oversee the release and servicing of ML models, ensuring they meet performance and reliability standards
• Feature Engineering, Model Development, and Third-Party Data Integration: lead all aspects of enhancing model performance and help advocate and prioritize work that maximize customer impact
• Customer-Specific Calibration and ML Integration: Work closely with customers to calibrate models to their specific needs and integrate ML solutions into their systems

Benefits

• Competitive total compensation package
• 401k plan
• Medical, dental, and vision coverage
• Wellness reimbursement
• Education reimbursement
• Flexible time off