Full-Stack Data Scientist

About the Company

Bounce is building cloud storage for the physical world, starting with the largest global luggage storage network in existence. Their marketplace connects travelers with 30,000+ small business locations worldwide for hyper-local short term baggage storage. Backed by leading Silicon Valley investors including Andreessen Horowitz and General Catalyst, Bounce is a fast-paced, high-growth travel company.

Responsibilities

• Partner with Supply, RevOps, and Partner Success to translate analytical insights into action
• Model supply gaps, supply quality, and the alignment of supply with demand signals
• Leverage data to track operational metrics, develop expansion strategy, and forecast capacity
• Establish operational KPIs and build frameworks to monitor partner performance
• Build modern, internal self-serve data capabilities to support supply and operations teams
• Drive observability and data quality frameworks to ensure stakeholder trust
• Manage big data infrastructures and cloud-based analytics platforms
• Help develop and maintain analytics pipelines
• Improve the Data-Focused Agentic Layer to make operational insights self-serve
• Advocate for data-driven decisions across the supply organization

Requirements

• Degree in a quantitative field (statistics, economics, math, or engineering) or relevant experience
• 5+ years of industry experience in Data Science or similar
• Strong track record with operational, marketplace, or supply-side analytics
• Experience with data visualization and orchestration tools (Amplitude, Tableau, Hex, Airflow)
• Proficiency with data warehousing concepts and big data technologies
• Knowledge of Agentic Tooling (Claude, Jules, or Codex)
• Strong oral and written communication skills
• Professional proficiency in English