Bounce
Data
Full-StackDataScientist-Supply&Core
Neural analysis suggests this role is
optimal for Senior candidates.
“Full-Stack Data Scientist - Supply & Core at Bounce. Skills: Data Science, ML/AI, Business Intelligence, Analytics Engineering. Partner with teams to translate insights into action. Model supply gaps”
What You'll Achieve.
Model supply gaps; Forecast capacity; Build operational frameworks; Track key operational metrics; Develop expansion strategy; Establish operational KPIs; Build self-serve data capabilities; Ensure stakeholder trust in metrics
Industry & Context.
Practical problem solver
What They're Looking For.
Must Have
Degree in quantitative field or relevant work experience, 5+ years industry experience, Track record with operational, marketplace, or supply-side analytics, Professional proficiency in English
Nice to Have
PhD preferred, Experience with specific ML frameworks, Cloud platform certifications
What You'll Do.
Partner with teams to translate insights into action
Model alignment of supply with demand signals
Track key operational metrics in dashboards
Develop expansion strategy
Forecast capacity for markets
Establish operational KPIs
Build frameworks to monitor partner performance
Build frameworks to monitor partner onboarding
Build internal self-serve data capabilities
Drive observability frameworks
Drive data quality frameworks
Manage big data infrastructures
Manage cloud-based analytics platforms
Develop analytics pipelines
Maintain analytics pipelines
Improve Data-Focused Agentic Layer
Advocate for data-driven decisions
How You'll Work.
Team & Collaboration
Supply Team; Revenue Operations; Core Cluster; Partner Success; Cross-functional partners
Communication Scope
Oral communication; Written communication; Influence cross-functional partners
Full Job Description
💙 ABOUT BOUNCE... Bounce is building cloud storage for the physical world, starting with the largest global luggage storage network in existence. Bounce’s marketplace connects travelers with 30,000+ small business locations worldwide for hyper-local short term baggage storage. With more locations globally than Burger King, and more locations in New York City than Starbucks, Bounce has served 3M+ users and stored 10M+ bags, and paid over $10M to small business partners. To achieve this, Bounce is a fast-paced and scrappy team. We believe that experimentation fuels innovation, so we move quickly, testing new ideas and adapting in real time. If you’re ready to make an impact in a high-energy, close-knit, and collaborative environment - Bounce is the place where you can move fast, think big, and shape the future of travel. Join us as we make the world a lighter, more accessible place! Bounce has been named the Inc5000’s fastest-growing travel company in the USA in 2024 and is proudly backed by leading Silicon Valley investors, including Andreessen Horowitz, General Catalyst, and Sapphire. (Learn more about Bounce's Series B HERE https://techcrunch.com/2024/11/12/bounce-grabs-19m-to-expand-its-traveller-convenience-network/ and also learn about our Japan Expansion HERE https://techcrunch.com/2024/11/12/bounce-grabs-19m-to-expand-its-traveller-convenience-network/) ABOUT THE ROLE… A marketplace is only as good as the supply behind it. As a Senior Full Stack Data Scientist on the Supply & Core pillar, you will own the data that powers Bounce's network of 20,000+ partner stores — where we should grow, which partners perform, and how we keep marketplace quality high as we scale into new markets. You'll work hand-in-hand with the Supply Team, Revenue Operations, the Core Cluster, and Partner Success to model supply gaps, forecast capacity, and build the operational frameworks our launchers and ops specialists rely on every day. This is a builder's role at the heart of Boun
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