Senior Product Manager, Learner Platform Experience

What you'll do

• Own the core learner platform experience across every segment: college CS students, alumni, working engineers, and students at partner institutions
• Translate learning, retention, and engagement goals into a prioritized roadmap
• Use AI across your entire workflow to compress weeks into days, raising the quality and the speed of what you ship
• Own our AI-assisted learning experiences end to end, including taking the AI Tutor and AI Grader from prototype to product
• Decide where AI accelerates effectiveness, productivity, and scale, and where human connection is essential to maintain motivation, commitment, and progress
• Collaborate with Curriculum, Learning, and Engineering: they own what is taught and how the classroom runs, you build the platform that powers live delivery and asynchronous engagement
• Set a high bar for design quality and engaging interactions across every learner touchpoint
• Define the metrics that prove learning rate, retention, and engagement are improving at scale, and design experiments, grounded in discovery with users, to test your biggest bets

Who you are

Required

• Scaled a live product: inherited or grown something real users already depended on, raised its quality while usage multiplied
• Zero-to-one instincts: map what exists and chart the path forward yourself with no inherited documentation, process, or roadmap
• AI is genuinely how you work: prototypes, requirements, and analyses generated and pressure-tested in hours, not months
• Built products where engagement and retention were the scoreboard; designed the loops, touchpoints, and interactions that move them
• Hold strong opinions, defend them live, bring clear well-reasoned bets and stand behind them under pressure
• Thrive in ambiguity: structure messy problems, build alignment across learning and technical teams, drive execution with no playbook
• Strong analytical instincts: define the metrics that matter and read the data to make the call
• Write requirements engineers trust; sell a product strategy to technical and non-technical audiences

Preferred

• Fluency across the modern PM toolkit: product analytics (Mixpanel, Amplitude, Hex), prototyping and design (Figma, Framer), data querying (SQL), and AI-assisted development tools (Claude Code, Codex, Cursor, or similar)
• Background in edtech, learning platforms, or consumer education products, or deep working familiarity with learning science
• Experience with AI tutoring, adaptive learning, or personalization systems
• Founder experience or equivalent time building in a hyperscaling environment