spotify - Senior Product Manager - ML / Subscriptions Growth
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Requirements
• You have 5+ years product management experience with proven track record launching ML/data-driven products at scale • You have strong technical fluency in data science, recommender systems, machine learning concepts, model evaluation, A/B testing, and data pipelines. You can review and challenge technical decisions. • You have strategic judgment about when to apply ML vs. GenAI vs. other tools and you understand the cost-benefit tradeoffs of complex systems • You understand subscription business and e-commerce fundamentals in consumer products • You are an excellent communicator who can collaborate cross functionally and communicate complex ideas to stakeholders at all levels • ## Where You'll Be • This role is based in London (UK) or Stockholm (Sweden)
Responsibilities
• Deeply understand business metrics and user behavior, leading to well-researched hypotheses for testing and future AI/ML development • Lead end-to-end product development from problem definition through system deployment and adoption, working across research, engineering, and business teams • Drive experimentation programs that rigorously test ML-powered features against baselines, making data-informed decisions about when to scale AI-driven experiences • Collaborate with engineers and data scientists on technical decisions to drive innovation and impact • Build products at scale that impact hundreds of millions of users across diverse markets, considering localization, infrastructure constraints, and varying user contexts • Stay current with AI and ML technology trends, looking for opportunities to match with key business objectives
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