Much of today's educational software conflates engagement with actual learning. The outcome is material that captures interest temporarily but fails to consistently foster comprehension. Evidence from explicit instruction research and multimedia learning studies offers a more reliable path: learners perform better when instruction is organized, transparent, logically 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 approaches it as a learning-outcomes challenge. This position ensures that every mathematics video upholds strict standards for direct instruction, evidence-based pedagogy, and learning science, so that growth does not undermine student comprehension.
This position is designed for someone who can review a lesson and immediately identify whether the instructional sequence is functionally effective. You must be capable of diagnosing shortcomings in clarity, pacing, modeling, formative assessment, and conceptual progression, and then converting that analysis into specific written guidance. This is not a general content oversight position, a creative media position, or a broad curriculum position disconnected from research-validated instruction.
You will operate at the center of the product by defining the benchmark for instructional quality throughout the library. If you are committed to ensuring students genuinely master mathematics, and you seek a position where your judgment shapes work at scale, this role offers exceptionally direct influence.
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.