Principal Product Manager

Summary

Join Unity's Ads Applied Research team as a Principal Product Manager to lead the development of next-generation user acquisition products powered by machine learning. You will own the vision, strategy, and execution of ML-based campaign products, collaborating with data scientists, engineers, and designers. This role demands transforming business requirements into actionable ML solutions, building product roadmaps, implementing and refining ML models, and leading innovation in ML features. You will analyze key metrics to evaluate product performance and drive iterative improvements. The ideal candidate possesses extensive product management experience, particularly with technical or ML-driven products, and a strong understanding of machine learning concepts and data analysis. Success in this position requires data-driven decision-making skills and the ability to bridge the gap between technical teams and product goals.

Requirements

• 8+ years of product management experience, including 3+ years leading technical or ML-driven products
• Ability to leverage data-driven decision-making, including cohort analysis, to assess machine learning product and algorithm performance
• Strong understanding of machine learning concepts, algorithms, and data analysis, with the ability to bridge the gap between technical teams and product goals
• Demonstrated ability to work with large-scale data sets and deploy ML models in production environments
• Skilled in critical thinking and problem-solving with a focus on delivering user-first solutions

Responsibilities

• Transform business requirements into actionable machine learning solutions, ensuring alignment with measurable objectives and user needs
• Build and maintain product roadmaps for User Acquisition initiatives, prioritizing features and improvements that deliver the greatest value
• Collaborate with multi-functional teams to implement and refine machine learning models, ensuring seamless user integration and technical robustness
• Lead innovation by conceptualizing, defining, and launching new ML features while staying informed on the latest industry advancements
• Analyze and track important metrics to evaluate product performance and guide iterative improvement

Preferred Qualifications

• Familiarity with ad-tech or related industries, leveraging machine learning for challenges like recommendation systems or real-time optimization
• Proficiency in modern ML frameworks such as PyTorch, including experience with DLRM/DIN/SIM, showcasing your ability to collaborate effectively with engineers and data scientists
• A passion for working with teammates to champion bold ideas and deliver impactful results that resonate with users