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At LearnWith.AI, we're building AI-powered learning apps that help students score in the top 1% and reclaim time for the things that matter. But we don’t expect the world to take our word for it. We're looking for someone to run the real-world validation engine: sourcing qualified testers, supporting them at scale, and extracting the data that proves (or disproves) academic impact.
While most of the industry optimizes for retention and revenue, we care about something harder, which is whether the student actually learned what they're supposed to learn. In this role, you’ll be operating the live feedback loop that connects test users to the product team, making sure every insight is earned through usage, not assumptions. That means running paid acquisition campaigns, building scalable self-service systems, and continuously improving program quality based on usage data.
This isn’t a marketing gig, a customer success job, or a generic product ops role. It’s a full-stack accountability loop. You won’t be writing specs or building roadmaps—you’ll be building systems that answer one question: Did this thing actually work? You’ll succeed if you think like a scrappy founder, communicate like a teacher, and iterate like an engineer. You’ll hate this job if you want tight swim lanes, slow consensus, or a backlog to hide behind.
If you’re energized by owning the full system from outreach to outcomes, this role is for you. You’ll work directly with product leadership, operate at scale from day one, and help shape the future of AI in education. We’re scaling to a billion learners, and if you’re the kind of person who hears that and says “show me the funnel,” we want to talk.
Crossover's skill assessment process combines innovative AI power with decades of human research, to take the guesswork, human bias, and pointless filters out of recruiting high-performing teams.






It’s super hard to qualify—extreme quality standards ensure every single team member is at the top of their game.
Over 50% of new hires double or triple their previous pay. Why? Because that’s what the best person in the world is worth.
We don’t care where you went to school, what color your hair is, or whether we can pronounce your name. Just prove you’ve got the skills.
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