Teachstone

Product Manager – Applied AI

Teachstone

full-time

Posted on:

Location Type: Remote

Location: United States

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Salary

💰 $115,000 - $135,000 per year

About the role

  • 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.
Benefits
  • Medical/dental
  • 401(k)
  • PTO
  • Insurance
  • Development opportunities
Applicant Tracking System Keywords

Tip: use these terms in your resume and cover letter to boost ATS matches.

Hard Skills & Tools
AI-powered insightsmachine learningdata-driven productsproduct managementdata analysisuser-facing insightsAI-enabled systemsvisualization designfeedback loopssuccess metrics
Soft Skills
communicationstakeholder managementcollaborationinfluencealignmentpragmatic decision-makingadaptabilityproblem-solvingleadershippassion for education