Shreya Bhootda
Data Science & Analytics @ Amazon
- Role
- Sr Product Data Scientist (Bie Ii) - Amazon Payments at Amazon
- Location
- Seattle, WA, US
- LinkedIn followers
- 500 followers
About Shreya Bhootda
Data Science & Analytics Leader with 5+ years of experience transforming global customer experiencesat Amazon, Dell, and Barclays. Expert in designing KPI frameworks, leading phased global launches, and linking customer, operational, and business metrics to drive measurable ROI. Recognized SME in product analytics, experi-mentation, and statistical testing, with proven success in mentoring teams, standardizing best practices, and influencing senior leadership to enable customer support transformation at scale
Experience
Sr Product Data Scientist (Bie Ii) - Amazon Payments
Apr 2024 — Present · Seattle, WA, US
Designed and implemented the North Star KPI framework and customer funnel for Amazon’s Buy-Now Pay-Later program (2B+ weekly impressions), integrating acquisition, conversion, and retention metrics across 7+ international marketplaces and informing quarterly OKRs.• Led end-to-end experimentation for phased global launches — built customer segments, ran feasibilityanalysis, and applied causal inference/statistical tests to deliver ROI insights that guided product strategy.• Partnered with Product, UX, and Engineering teams to establish coding best practices; mentored junioranalysts in SQL optimization, dashboard automation, CI/CD, and experiment design, fostering a peer-review culture that improved team efficiency by 8%.• Built semantic data models and automated Looker/QuickSight dashboards, reducing manual reporting by 11% and serving as the single source of truth across global marketplaces.• Created a Strands based GenAI agent that automated recurring post-experiment success metrics and statistical outputs, accelerating analysis cycles and reducing BI workload by 22%.
Education
Texas McCombs School of Business
Masters of Science, Business Analytics
Vellore Institute of Technology
Bachelor of Technology - BTech, Computer Science
2014 — 2018
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