Many educational software platforms conflate engagement with actual learning. This produces materials that capture student attention momentarily but fail to consistently foster comprehension. Evidence from explicit instruction research and multimedia learning studies offers a more effective pathway: learners achieve better outcomes when instruction is organized, explicit, properly sequenced, and engineered to minimize extraneous cognitive load.
LearnWith.AI applies a more rigorous standard. Rather than viewing instructional video as simply a content delivery challenge, the organization frames it as a learning-outcomes challenge. This position ensures that each mathematics video upholds stringent criteria for direct instruction, pedagogical integrity, and learning science principles so that growth in scale never undermines student comprehension.
This position suits someone capable of reviewing a lesson and rapidly identifying whether the instructional sequence effectively supports learning. You must be able to pinpoint deficiencies in clarity, tempo, modeling techniques, formative checks, and conceptual progression, then convert that analysis into specific, written recommendations. This is not a generalized content oversight position, a creative production function, or a curriculum development role disconnected from evidence-informed teaching.
You will work near the center of product development by defining the benchmark for effective instruction across the entire video collection. If student mastery of mathematics matters deeply to you, and you seek to exercise that judgment at scale, this position offers uncommonly 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.