Lead Product Manager, Data Science

Who We Are

2K is headquartered in Novato, California and is a wholly owned label of Take‑Two Interactive Software, Inc. (NASDAQ: TTWO). Founded in 2005, 2K Games is a global video game company, publishing titles developed by some of the most influential game development studios in the world. Our studios include Visual Concepts, Firaxis, Hangar 13, Cat Daddy, Cloud Chamber, 31st Union, HB Studios, and 2K Sports Lab.

Our portfolio of titles is expanding due to our global strategic plan, building and acquiring exciting studios whose content continues to inspire all of us. 2K publishes titles in today’s most popular gaming genres, including sports, shooters, action, role‑playing, strategy, casual, and family entertainment.

Our team of engineers, marketers, artists, writers, data scientists, producers, thinkers and doers are the professional publishing stewards of 2K’s portfolio which currently includes several AAA, sports and entertainment brands, including NBA®️ 2K, Bio Shock®️, Borderlands®️, Mafia, Sid Meier’s Civilization®️, XCOM®️, WWE®️ 2K, WWE®️ Super Card, Top Spin 2K25, and PGA TOUR®️ 2K. At 2K, we pride ourselves on creating an inclusive work environment, encouraging teams to Come As You Are.

We encourage all applicants to explore our global positions, even if they don’t meet every requirement.

2K Games is building a world‑class data ecosystem to power real‑time analytics, machine learning, and game intelligence across all our franchises. We are looking for a Senior Product Manager, Data Science to drive the vision, strategy, and execution of our data science strategies and products, partnering with game studios and analytics teams to enable enhanced player experiences.

This role requires a blend of strategic development, product management expertise, and technical understanding of data science and machine learning (ML) methodologies. The ideal candidate will seamlessly integrate data‑driven strategies with player‑centric goals, ensuring AI and analytics improve game design, live operations, and business intelligence.

• Develop and implement the product strategy for 2K’s central data science platform, partnering with Data Scientists across our gaming business units to drive predictive analytics, player personalization, and real‑time decision‑making.
• Collaborate with the Director of Product, 2K Data to align the data engineering roadmap with customer objectives and player‑centric outcomes.
• Define and prioritize a high‑impact data science roadmap to lead a team of central data scientists in driving use cases such as player retention modeling, dynamic content generation, and real‑time fraud detection.

• Lead the development of reusable and extensible machine learning models, feature engineering pipelines, and ML‑driven insights using tools like Databricks, MLflow, and Sage Maker.
• Ensure data science initiatives integrate seamlessly with the real‑time data infrastructure, supporting streaming analytics, AI‑powered Live Ops, and dynamic matchmaking systems.
• Establish and maintain self‑service tools that enable game teams to experiment with and deploy AI models independently.
• Support the build and enhancement of the central ML feature store.
• Monitor and optimize model performance in production environments, using MLOps standard methodologies.
• Implement governance frameworks to ensure AI models adhere responsibly to data privacy, security, and compliance standards (e.g., CCPA, GDPR).

• Work closely with data scientists across game studios and business units to understand their data science needs and provide data‑driven solutions at the pace they need.
• Act as a strategic liaison between data scientists and product teams, ensuring model outputs are actionable, reliable, and aligned with business goals.
• Promote a culture of experimentation and rapid iteration, supporting game studios with A/B testing frameworks, predictive analytics, and personalization engines.
• Find opportunities to enhance game design and player engagement through advanced analytics and machine learning.

• 7+ years of…