Product Data Scientist

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Requirements:

• 6+ years of analytics experience, with a proven track record of deriving insights that lead to product changes.
• 2+ years in trust & safety in a larger organization, experience with child endangerment and law enforcement interaction strongly preferred.
• 2+ years in a fraud detection or integrity-focused role within a consumer-based app.
• Significant expertise in experimentation methodologies.
• Very strong knowledge of SQL.
• Experience with Python or R is a plus.
• Effective communicator with the ability to distill complex concepts into easily digestible insights.
• A Bachelor’s or Masters in Math, CS, or related field.

Responsibilities:

• Lead our effort in detecting harmful actors and improving child safety on the platform.
• Build machine learning models for production that flag malicious players, working with our support teams and law enforcement to reduce harm.
• Own the logic and outcomes for our Voice Toxicity system, improving our methodology to identify bad language.
• Design KPIs for the T&S org and identify opportunities to lead devs in achieving those KPIs.
• Look into fraudulent financial transactions, build our ML models to identify bad actors, and integrate with our support and moderation teams to stop them.
• Work closely with our operations team to develop tools to improve moderation efficiency.