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