Manager - Product Manager

This role owns how AI and LLM capabilities are applied across YouGov Sport's data products, ensuring solutions are robust, well-governed, and delivering real client value. Rather than building models, this person acts as a smart client, challenger, and orchestrator across AWS, third-party partners, and internal teams. They define what "good" looks like, stress test outputs, ensure data integrity, and shape how AI is deployed across products and workflows. QuickSight-powered tools, Theia)Translate client and commercial needs into clear AI product requirementsDefine expected behaviours, boundaries, and outputs for AI featuresEnsure features are grounded in real data constraints and use cases2. Testing, evaluation & quality assurance (CRITICAL FOCUS AREA)Design structured test frameworks for LLM-powered featuresDevelop and maintain evaluation datasets and benchmark queriesIntroduce repeatable / automated evals where possible3. Vendor & partner leadership (AWS + third parties)Act as a confident, informed counterpart to AWS and AI vendorsPush for better outputs, clearer explanations, and improved performanceCoordinate delivery across: AWS (e.g. Data alignment & governanceEnsure AI tools pull from the correct datasets, respect access boundaries, avoid restricted or irrelevant sources; work with internal data experts to validate logic and outputsDefine guidelines for trustworthy and explainable outputs5. Strategic AI capability developmentIdentify where AI can add value across internal and other productsBuild a repeatable approach to deploying AIShape longer-term scalability, governance, and reuse of components6. Cross-functional collaboration & client alignmentWork closely with commercial teams (client-facing insight), product teams; data & BI specialistsConduct user interviews and feedback loopsEnsure AI outputs are understandable, relevant, and usable by clientsEssentialExperience as a Product Manager / Lead for AI or data productsStrong understanding of LLM capabilities and limitations in real-world applicationsProven experience:defining use caseswriting product requirementsworking with engineers and vendorsExperience designing or contributing to:test cases / evaluation approachesquality validation frameworksStrong critical thinking and challenge mindsetExperience working with external technology partnersComfortable interfacing with client-facing/commercial teamsHighly desirableExperience with: BI or data platforms (e.g. dashboards, query tools)AWS ecosystem (even if not hands-on)Exposure to:conversational interfaces / chat agentscomputer vision / image recognition (for Theia)Experience creating: Join our global team to help us achieve our social mission: to make millions of people's opinions heard for the benefit of our local, national, and international communities. Understanding diversity of opinion requires diversity of background. Although our global panel of millions of people worldwide powers our research, our biggest asset is our people. We strive to provide YouGovers with best-in-class benefits to support their physical, financial, and emotional wellbeing. Equal Opportunity EmployerAs an Equal Opportunity Employer, qualified applicants will receive consideration for employment without regard to race, color, religion, sex (including pregnancy, gender identity or expression, and sexual orientation), parental status, national origin, marital status, age, disability, genetic information, HIV status, political affiliation, socioeconomic background, veteran status or any other characteristic protected by law or in line with our responsibilities as a fair and ethic employer. Data PrivacyTo find out how we collect and use your personal data when you apply for a role at YouGov, please read our privacy notice at SummaryLocation: London, United KingdomType: Full time