Machine Learning Scientist (L5) - Core Ads Algorithms
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仕事内容
Formulate complex business problems as budget allocation and marketplace matching problems using multi-objective optimization.
Design and implement scalable optimization algorithms that balance revenue, advertiser outcomes, and user satisfaction.
Integrate ML model predictions into optimization frameworks for personalized decision-making.
A/B test and monitor performance of optimization-driven features.
Translate complex model outputs into actionable metrics and KPIs for non-technical stakeholders.
Serve as a strategic partner to product and business teams, driving adoption and improving user experience through clear communication.
Design and implement scalable optimization algorithms that balance revenue, advertiser outcomes, and user satisfaction.
Integrate ML model predictions into optimization frameworks for personalized decision-making.
A/B test and monitor performance of optimization-driven features.
Translate complex model outputs into actionable metrics and KPIs for non-technical stakeholders.
Serve as a strategic partner to product and business teams, driving adoption and improving user experience through clear communication.
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