Many educational software products conflate engagement with actual learning. The outcome is material that captures attention temporarily but fails to consistently foster genuine comprehension. Evidence from explicit instruction research and multimedia learning studies offers a more definitive path: learners perform better when instruction is organized, precise, logically sequenced, and intentionally designed to minimize extraneous cognitive burden.
LearnWith.AI is implementing a more rigorous methodology. Rather than viewing instructional video as simply a matter of content creation, the team frames it as a challenge of measurable learning outcomes. This position is designed to ensure that every mathematics video upholds strict standards for direct instruction, pedagogical soundness, and learning science—so that scaling up does not undermine student comprehension.
This role is suited for someone who can review a lesson and rapidly identify whether the instructional sequence is genuinely effective. You must be capable of diagnosing deficiencies in clarity, pacing, modeling, formative assessment, and conceptual progression, and then converting that diagnosis into specific, written guidance. This is not a general content auditing position, a creative media role, or a wide-ranging curriculum development role disconnected from evidence-informed teaching practice.
You will work at the center of the product by defining and maintaining the benchmark for high-quality instruction throughout the video library. If you are committed to ensuring students truly 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.