Product Manager - Applied AI

Teachstone is transforming how educators improve their practice through technology, research, and data-driven insights. They are seeking a Senior Product Manager to lead the development of AI-powered capabilities that help educators understand and improve classroom interactions at scale.

Responsibilities:

• Define and execute the product strategy for AI-powered insights that improve classroom interactions
• Lead the development and evolution of AI-powered insight capabilities
• Identify where AI can generate meaningful, responsible supports for educators
• Integrate AI-driven insights into Teachstone’s broader platform experience
• Balance rapid experimentation with delivering reliable, research-aligned capabilities
• Partner with go-to-market teams to ensure capabilities are effectively introduced and deliver measurable value
• Define rollout strategy, packaging, and alignment with existing offerings
• Partner with engineering to deliver AI-enabled systems that interpret classroom interaction signals
• Collaborate with research and engineering leadership to ensure models are accurate, explainable, and grounded in research
• Define requirements for insight generation, feedback loops, and continuous improvement
• Ensure systems evolve through real-world usage and educator feedback
• Design workflows that ensure insights are accurate, trustworthy, and actionable
• Make pragmatic tradeoffs based on system constraints, timelines, and available resources
• Lead the development of experiences that turn complex interaction data into clear, actionable insights
• Design visualizations that help educators and administrators understand classroom dynamics
• Ensure outputs are intuitive and usable for non-technical users
• Partner with design and research to simplify complex signals into meaningful supports
• Ensure AI capabilities involving classroom data meet high standards for privacy, security, and ethical use
• Define appropriate safeguards for data capture, storage, and analysis in partnership with legal, engineering, and research
• Ensure insights are transparent and understandable to educators
• Champion responsible AI practices in educational environments
• Conduct discovery with teachers, coaches, and administrators to understand how insights influence practice
• Partner with research teams to align product decisions with evidence on educator development
• Translate learning science and behavioral insights into product direction
• Synthesize input across stakeholders to define clear, actionable priorities
• Define success metrics for AI insight products
• Measure impact through engagement, insight usefulness, and educator outcomes
• Use analytics and feedback to continuously refine accuracy, clarity, and value
• Partner with sales, customer success, and marketing to bring new capabilities to market effectively
• Ensure new functionality is understood, adopted, and delivering value in real-world use
• Incorporate feedback from early releases to refine positioning and usability
• Balance innovation with the needs of existing customers and workflows

Requirements:

• 5+ years of product management experience, ideally building data-driven or AI-enabled products
• Experience launching products that rely on AI, machine learning, or complex datasets
• Experience translating complex data into clear, user-facing insights
• Familiarity with AI governance, privacy, and ethical considerations, especially with sensitive data such as video
• Experience collaborating with engineering teams building AI-enabled systems
• Experience operating in resource-constrained or ambiguous environments, requiring influence and alignment across stakeholders
• Experience bringing new capabilities to market and supporting adoption post-launch
• Demonstrated ability to align product strategy with company strategy and leadership priorities
• Comfort working in evolving environments where systems and processes are not fully defined
• Experience working with research, analytics, or model development teams
• Strong communication and stakeholder management skills
• Passion for improving educator and child outcomes