Amazon.com Services LLC
Machine Learning Science, Science, north america stores
Manager,DataScience,OutboundCommunications
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“Manager, Data Science, Outbound Communications at Amazon.com Services LLC. Skills: Data Science, Machine Learning, AI, Business Intelligence. Optimize inbox management. Personalize frequency”
What You'll Achieve.
Improve incrementality; Improve performance; Drive intended behavior; Enhance self-serve analytics; Automate WBR preparation; Build anomaly detection; Measure ROI
Industry & Context.
Data-driven decision making
What They're Looking For.
Must Have
5+ years quantitative solutions, 2+ years management experience, 5+ years statistical models, Master's degree quantitative field, Knowledge of Python or R
Nice to Have
Experience in ML (NLP, Regression, Classification, Clustering, or Anomaly Detection), Experience with fairness in ML/AI, Cloud platform certs
What You'll Do.
Optimize inbox management
Personalize frequency
Personalize send-time
Personalize relevance bar
Design large-scale experiments
Execute multi-arm elasticity tests
Measure incrementality
Drive development of HVA propensity models
Drive AI-based transformation
Enhance self-serve analytics
Automate WBR preparation
Build anomaly detection
Own financial planning frameworks
How You'll Work.
Team & Collaboration
Applied scientists; Data scientists; Business intelligence engineers; Engineering teams; Product teams; Marketing teams; Partner science teams
Process & Methodology
Roadmap planning
Full Job Description
Are you passionate about using data science and machine learning to optimize how hundreds of millions of customers experience communications from the world's most customer-centric company? Join the Outbound Communications Intelligence team at Amazon, where you will lead the development of scalable/robust advanced AI based methods like LLMs and RL to personalize the relevance, frequency and timing of messages across push, email, WhatsApp, and SMS channels reaching 250M+ global customers every week. You will lead the insights arm to build highly accurate and world-class self-service analytics solutions that guide the short- and long-term investments for the business. Key job responsibilities You will lead applied scientists, data scientists and business intelligence engineers to: - Optimize Outbound's inbox management and planning system to personalize frequency, send-time and relevance bar of our messages to customers. - Design and execute large-scale experiments such as multi-arm elasticity tests or RCTs to measure and improve incrementality/performance of our models. - Drive development of HVA propensity models (opt-out, purchase, etc.) to drive intended behavior of customers to their next stage of shopping and engagement with Amazon. - Drive AI-based transformation in data accuracy and reporting: migrating and enhancing the self-serve analytics capabilities developed by the team, automating WBR preparation, building anomaly detection, etc. - Own financial planning frameworks for outbound performance including QxG/HVE forecasting and ROI measurement for paid channel investments. In addition, you will: - Hire, develop, and mentor scientists and BIEs while partnering cross-functionally with engineering, product, marketing, and partner science teams (CBA, P13N, CFV) to productionize solutions at scale. - Create, align and evolve your team's roadmap by prioritizing across multiple competing priorities using high judgement decisions. Basic Qualifications: - 5+ years of
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