Okay so this might ruffle some feathers but I've been doing this for about 8 months now and I feel like not enough people talk about it.
I started on DataAnnotation last year doing everything myself. Rating outputs, checking tone, flagging stuff — it's fine, honestly not that hard once you get the hang of it. But somewhere around month 3 I realized I was basically doing the same 4 types of tasks over and over and the rubric hadn't changed at all. That's when it clicked that this could be taught.
So I hired a VA in the Philippines.
The actual numbers, because I know that's why you're reading this: my VA works about 25 hours a week, I pay her $4.50/hr. DataAnnotation pays me around $16/hr for the task type she handles. Do the math — even after her pay I'm netting somewhere between $950 and $1,300 a month just from that. I still do the higher skill stuff myself, the STEM evaluations and anything coding-related that pays $18-22, which adds maybe another $500. So total I'm pulling $1,400-1,800 most months working maybe 8-10 hours actual time.
The thing most people get wrong when they try this: they hire someone off Fiverr or a general VA marketplace and then wonder why the quality is inconsistent. What you actually want is someone with a BPO background. The Philippines has this enormous workforce of people who spent years doing content moderation and quality review for US companies — like that's literally their industry. They already know how to follow a rubric, they write clean English, they understand the kind of judgment calls these platforms ask for. You're not training someone from scratch, you're just pointing them at a new platform.
Even better if you can find someone who worked abroad or specifically with Western clients in a QA or research capacity. I found mine through workfil.com — it's free to post and hire, no monthly fees on either side which honestly was the main reason I tried it first (most VA platforms charge employers like $70-100/month before you even find anyone). Had 15+ applications in two days, hired within the week.
When I wrote the job post I specifically mentioned I needed someone with content review or BPO experience and asked applicants to write three sentences about their background in their own words. That alone filtered out probably 80% of people who wouldn't have worked out.
The setup I use: I did the platforms myself for a few weeks first and just kept notes. Screenshotted edge cases, wrote down my reasoning for borderline calls, built basically a 4-page doc of examples. That doc is what I trained her with. We did a trial week where I reviewed everything she submitted, gave feedback, and she adjusted. After that I just spot check maybe 10-15 tasks a week to make sure nothing's drifted.
Genuinely not trying to oversell this. It doesn't work for every platform or every task type — some stuff needs real-time judgment or the verification makes it impractical to delegate. And you have to spend the time upfront actually learning the platform well enough to teach it. But if you're already on these platforms and grinding volume, there's a good chance at least part of what you're doing could run with someone else doing the reps.
Happy to answer questions — specific platforms, what to put in the job post, how to structure the training doc, whatever.