Many educational software platforms still mistake engagement for actual learning. The outcome is material that appears compelling in the moment yet fails to consistently foster comprehension. Evidence from explicit instruction research and multimedia learning studies offers a more defined path: learners perform better when instruction is organized, transparent, properly sequenced, and engineered to minimize extraneous cognitive load.
LearnWith.AI is adopting a more rigorous stance. Rather than framing instructional video as a content challenge, the team frames it as a learning-outcomes challenge. This position is designed to ensure every mathematics video satisfies a rigorous standard for direct instruction, robust pedagogy, and learning science so that scalability does not undermine student comprehension.
This position is intended for someone capable of reviewing a lesson and rapidly identifying whether the progression accomplishes genuine instructional work. You must be equipped to identify deficiencies in clarity, pacing, modeling, formative assessment, and conceptual development, then convert that analysis into specific written guidance. This is not a generalized content evaluation position, a creative production position, or an expansive curriculum position disconnected from evidence-based teaching.
You will operate in close proximity to the product's foundation by defining the benchmark for effective instruction throughout the library. If you possess strong conviction about whether students genuinely master mathematics, and you seek that judgment to shape work at scale, this position offers you exceptionally direct impact.
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.