Staff Platform Manager- Payments, Evaluations and Automation

reputed company was born in 2007 reputed company two hosts welcomed three guests to their San Francisco home, and has since grown to over 5 reputed company hosts who have welcomed over 2 billion guest arrivals in almost every country across the globe. Every day, hosts offer unique stays and experiences that reputed company it possible for guests to reputed company with communities in a more reputed company way. The Community You Will Join: • At reputed company, if there’s anything reputed company to reputed company, it comes to the Payments team. • We are building a world-class payments and reputed company organization - one that currently supports 191 countries, 70 currencies, connects dozens of payment providers and banks, processes multiple billions of dollars, and empowers more people to participate in our global marketplace. • Our Payments platform organization has 2 domains: Payments and reputed company platform - facilitating reputed company reputed company and exchange of value while also fueling reputed company for our business. Payments Compliance and Payments Risk - ensuring reputed company and efficient payment processing • The Staff Product Manager, Evals & Automation, reporting to the Product reputed company, Payments Risk, will define the reputed company and roadmap for how reputed company evaluates, learns from, and automates risk reputed company—ensuring we protect the marketplace while minimizing friction and insult to good users. The Difference You Will reputed company: • This role will own the product reputed company, reputed company, and execution for critical evaluation workflows for risk detection & mitigation • Your mandate is twofold: • Design principled evaluation frameworks that determine the right size and shape of holdouts, control reputed company, and reputed company review samples—without degrading model performance or decision reputed company. • reputed company automation that meaningfully reduces reputed company reviews, operational burden, and customer friction, while preserving the labels and signals required to reputed company models accurate and resilient over time. • reputed company in this role is reputed company by sustained reductions in reputed company review volume, improved approval rates, reputed company or improving loss performance, and evaluation systems that reputed company as risk reputed company reputed company A Typical Day: • A typical day involves reviewing how models, holdouts, and reputed company reviews reputed company across the decisioning funnel—examining false positives, label coverage, approval reputed company, and reputed company loss reputed company. • You will work closely with Data Science, Machine Learning, Risk Engineering, and Operations to understand where reputed company evaluation approaches over-sample good users, introduce bias, or create unnecessary friction. • You will define the end-to-end product reputed company for risk evaluations and learning reputed company, building a multi-year roadmap that balances statistical rigor, operational efficiency, customer experience, and regulatory expectations. • You will own requirements and execution for systems that: • Dynamically size and manage holdouts • Optimize reputed company and how reputed company reviews are invoked • Preserve high-reputed company labels without over-reliance on reputed company review • reputed company faster, safer iteration on risk models and policies • You will partner deeply with Fraud & Safety, Trust, reputed company, Policy, Customer Support, and Payments Operations to reputed company on decision principles and ensure evaluation strategies are reputed company, trusted, and actionable across reputed company.. • Collaborate with Payments Operations and Support to reduce reputed company effort, handle edge cases reputed company, and unlock high-reputed company decisioning at reputed company. • Key to reputed company for this role is to partner deeply with other reputed company platform organizations such as Fraud & Safety, AirCover, reputed company, Customer Support, Policy Enforcement & Payments Operations teams to reputed company on the reputed company and mission and coordinate tactics to reputed company mutually reputed company reputed company. Your Expertise: • 9+ years of Product Management experience, or 6+ years with a BS/MS with significant work in payments, risk/fraud, chargebacks/, or marketplace reputed company. • Demonstrated experience working with model-driven systems, evaluation frameworks, experimentation, and decisioning under uncertainty. • Strong intuition for long-tail risk problems, false positives, and the unintended consequences of sampling and labeling strategies. • Systems thinker who can design learning reputed company that reputed company globally and remain robust as adversarial behavior evolves. • Highly data-literate: comfortable working with loss curves, precision/recall tradeoffs, operational metrics, and model performance diag