Staff Product Manager (AI/ML)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
TL;DR
Staff Product Manager (AI/ML): Leading the strategy and execution of AI/ML capabilities for analytics, experimentation, and player value modelling with an accent on scalability and production-grade ML solutions. Focus on driving alignment across squads, optimizing CLV/LTV modelling, and establishing best practices for the end-to-end ML lifecycle.
Company
is the company behind the PlayStation brand, delivering cutting-edge hardware and network services to millions of users globally.
What you will do
- Lead discovery and definition of high-impact AI/ML problem spaces, specifically regarding player value and value drivers.
- Own prioritization and roadmaps across multiple squads, balancing business impact with technical feasibility and resource constraints.
- Drive adoption of experimentation, forecasting, and value-based analytical techniques as core decision-making tools.
- Partner with AI/ML Engineering to transition high-ROI capabilities into scalable, production-grade systems.
- Define success criteria and quality standards for analytics and ML products, focusing on adoption and reliability.
- Mentor and elevate the capabilities of other product managers and analytics leads to raise overall work quality.
Requirements
- Bachelor’s degree in Business, Data Science, Computer Science, or a related field.
- 12+ years of relevant experience, including 6+ years in digital product management.
- Proven experience leading complex initiatives involving data science and engineering teams to ship production-grade products.
- Strong understanding of data science workflows: experimentation, modeling, forecasting, and productionization.
- Demonstrated ability to operate in highly ambiguous environments and influence decision-making across multiple domains.
- Experience with Agile product management methodologies and working within cross-functional squads.
Nice to have
- Familiarity with analytics and data tools such as SQL, Python, or similar.
- Experience with A/B testing, causal inference, incrementality, and CLV/LTV modelling.
- Ability to balance model sophistication with reliability and operational complexity in production.
- Experience identifying opportunities for platform development and scaling analytics capabilities.
Culture & Benefits
- Opportunity to work with some of the most beloved and recognizable intellectual properties in the world.
- Part of a proud legacy of innovation and excellence within the Sony Group Corporation.
- Inclusive work environment promoting equal opportunity and diversity.
- Collaborative culture focused on creating cutting-edge entertainment experiences.
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