I went from $15/hr to $100/hr in remote AI work. The biggest jump had nothing to do with getting better at the job.
Quick context if you've never run into this world: there's a whole market of remote work where people get paid to train and evaluate AI, rating responses, checking accuracy, flagging bad outputs, the human feedback that makes tools like ChatGPT and Claude usable. You do it from anywhere, on your own hours. Here's how that went for me.
Mid 2024, I started doing this work. Generic tasks, $15/hr, like most people. I took it seriously, probably too seriously. Built my own checklists for repetitive patterns, wrote out frameworks for different evaluation types, documented what made responses score high vs low. Treated it like a craft.
It worked. After about six months I got onto a project paying $30/hr on the same platform. Progress. But then the real problem showed up, the one nobody warns you about: consistency. Projects dry up, hours swing wildly, you get put on "downtime," and you're just sitting there refreshing a dashboard waiting for the platform to decide you're worth paying again. Sound familiar?
That's when it clicked that depending on one platform is the trap. I started applying everywhere instead of staying loyal to a place that wasn't loyal back. It helped a lot. I ended up across multiple platforms, different projects at $30-45/hr. Still not perfectly consistent, this field never really is, but way more stable than betting everything on one source. When one slows down, another picks up.
But here's what took me way too long to figure out. I have a background in sales. Years of it. And I kept treating that as my "old career," totally separate from this AI thing. That was stupid.
AI companies don't just need people who are good at evaluation. They need people who actually know things. People who can tell whether an AI is giving good sales advice, or sound legal guidance, or accurate medical info. The evaluation skills are table stakes. The domain knowledge is the multiplier.
Once I started hunting for sales-specific evaluation projects, everything shifted. I'm currently on one paying $100/hr. Same fundamental work. Just matched to what I already knew. It took a year of trial and error to connect those dots, and to be clear, it's still not a guaranteed paycheck, the inconsistency never fully goes away. But the ceiling moves to a completely different place once you stop competing on general tasks with everyone else.
I've seen postings hunting for patent lawyers, physicians, PhD scientists at much higher rates. There are domain experts out there who could be earning real money for a few hours a week and don't even know this market exists.
So if any of this sounds familiar:
Don't get stuck on one platform. Diversify. When one slows down (or quietly cuts your rate), you want options.
And don't just grind general tasks hoping the algorithm promotes you. Ask what you already know that others don't. Your "failed" career or "useless" degree might be exactly what some AI training project is desperate for.
Took me over a year to connect these dots. Hopefully this saves someone else some time.