Many education software products still mistake engagement for learning. They deliver content that captures attention but fails to consistently build student understanding. Evidence from explicit instruction research and multimedia learning theory offers a more precise path: students achieve better outcomes when instruction is structured, direct, logically sequenced, and designed to minimize extraneous cognitive load.
LearnWith.AI has adopted a more disciplined approach. Rather than viewing instructional video as a content challenge, the team frames it as a learning-outcomes challenge. This position ensures that every math video upholds rigorous standards for direct instruction, sound pedagogy, and learning science, so that scaling production does not compromise student comprehension.
This job requires someone who can review a lesson and rapidly identify whether the instructional sequence is producing genuine learning. You must be able to pinpoint weaknesses in clarity, pacing, modeling, formative assessment, and concept progression, then convert that analysis into precise written feedback. This is not a general content review position, a creative production role, or a broad curriculum role disconnected from evidence-based teaching.
You will work at the center of the product by defining the instructional standard across the video library. If you are deeply invested in whether students truly learn math, and you want that judgment to shape work at scale, this role offers you unusually 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.