Skills & Keywords
AWSAdtechFunnel OptimizationLTV modelingMachine LearningMonetization OptimizationMulti-Armed BanditPythonROAS)Ranking SystemsRecommendation SystemsReinforcement LearningAd RankingCollaborative FilteringROAS modelingAdTech AlgorithmsContent-Based FilteringContent-basedCustomer Lifetime ValueCustomer lifetime value modelingHybrid recommendationLifetime value modelingContent-Based RecommendationLifetime ValueAmazon Web ServicesEmbeddingsLanguage ModelsLarge Language ModelsLookerMedia modelingPaid Media ModelingContent-Based RecommendationsHybrid Recommendation SystemsAd Ranking AlgorithmsLLMEmbeddings for ImagesEmbeddings for TextLead generation
Job Description
Build and validate machine learning models; Collaborate with ML engineering for deployment; Deploy models for live ROAS performance; Document and ensure trusted model outputs; Frame business problem and success metric; Identify new modeling opportunities; Improve buying models to maintain positive ROAS; Monitor model performance and analyze results; Optimize lead quality across marketing assets; Own end-to-end data science pipeline;
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