• Experience working closely with machine learning experts to develop early funnel detection for identifying fake, likely to be fraudulent accounts
• Proven ability to design sound risk management experiences that effectively stop bad actors with minimal impact to healthy growth
• Insatiable curiosity and an eye for anomaly detection
• Creativity and a desire to try out of the box solutions - and comfort abandoning those approaches quickly if they don't work
• An ability to transition seamlessly between highly quantitative areas and areas with no data and limited known information
• Flexibility to adapt to constantly evolving goals and priorities