I've done "meaningful" work at companies that treated my like a consumable resource, and less meaningful work at companies that treated me like a person. I prefer the latter. My suggestion is don't jump at the first interesting work, look more for culture and career opportunity. You can find both, those jobs are not quite as rare as unicorns.
Good luck in your search.