What is the art and science behind a global music platform like Spotify nailing its algorithms to ensure that all users get the exact results that users want when using the search bar? On this week's podcast, Lily and Randy sat down with Jonny Brooks-Bartlett, Senior Machine Learning Engineer at Spotify, to discuss this process, and much, much more! Featured Links: Follow Jonny on LinkedIn and Twitter | Jonny on Medium | Seth Stephens-Davidowitz's book 'Everybody Lies: Big Data, New data, and What the Internet Can Tell Us About Who We Really Are' | Reinforcement Learning at GeeksforGeeks

Our Hosts Lily Smith enjoys working as a consultant product manager with early-stage and growing startups and as a mentor to other product managers. She’s currently Chief Product Officer at BBC Maestro, and has spent 13 years in the tech industry working with startups in the SaaS and mobile space. She’s worked on a diverse range of products – leading the product teams through discovery, prototyping, testing and delivery. Lily also founded ProductTank Bristol and runs ProductCamp in Bristol and Bath. Randy Silver is a Leadership & Product Coach and Consultant. He gets teams unstuck, helping you to supercharge your results. Randy's held interim CPO and Leadership roles at scale-ups and SMEs, advised start-ups, and been Head of Product at HSBC and Sainsbury’s. He participated in Silicon Valley Product Group’s Coaching the Coaches forum, and speaks frequently at conferences and events. You can join one of communities he runs for CPOs (CPO Circles), Product Managers (Product In the {A}ether) and Product Coaches. He’s the author of What Do We Do Now? A Product Manager’s Guide to Strategy in the Time of COVID-19. A recovering music journalist and editor, Randy also launched Amazon’s music stores in the US & UK.