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the expert network for AI training

your intelligence
is the product.

Get paid for what your brain already does well, by the AI companies that need it. Rates run from $15/hr for taste work to $75/hr for expertise.

apply to the network am i qualified?
rate AI responses spot bad reasoning teach AI to write better review creative work break models intentionally evaluate code quality multilingual training your knowledge as currency
what you get

paid work, on your schedule, that respects your time.

No bidding. No racing rates to the bottom. We match your expertise to the projects that need it, and you do the work that fits.

01 · paid for what you know

get matched

When a project fits your domain, hours, and rate, we reach out directly. You see the scope, accept or pass. We do the sourcing, you do the thinking.

how matching works →
02 · rates that respect your time

get paid well

$15/hr for general taste work, $75/hr for senior specialists. We negotiate as a network so trainers earn more than they would alone.

see the rates
03 · work that compounds

build a track record

Strong work earns you first pick of premium projects. Your expertise builds a reputation, and that reputation sets your rate floor.

about theNumen →
who qualifies

if you can think, you can train AI.

Different domains pay different rates, but the bar isn't a PhD. It's that you can read something, form an opinion, and explain why. Here's who's already in.

i. yes, even you

the binge-watcher

You've seen every prestige drama on streaming. You can tell when a plot twist is earned vs. lazy. AI desperately needs that taste for evaluating story quality and creative writing.

starts at $15–25/hr
ii. creative mind

the artist

Visual artists, illustrators, musicians, writers. You see things others miss. AI models need people who can articulate why a piece works, or doesn't.

starts at $20–40/hr
iii. culture fluent

the entertainer

Comedians, streamers, performers, podcasters. You understand timing, audience, and what makes content land. AI labs pay premium for cultural fluency.

starts at $25–45/hr
iv. smart and broke

the student

Undergrad, grad school, PhD, doesn't matter. AI companies will pay you for what you're already learning. Hours flex around classes and finals.

starts at $15–35/hr
v. domain expert

the professional

Lawyers, doctors, engineers, finance pros. Your decade-plus of expertise is the highest-tier currency in AI training. Side income that respects your time.

starts at $45–75/hr
vi. global edge

the multilingual

Two or more languages fluently. Non-English AI training is exploding and underserved. Bonus rates for rare language pairs, Bengali, Swahili, Tagalog, Tamil.

starts at $20–50/hr
how it works

apply once. get tapped when projects open.

Fifteen-minute application. One-day review. Then we reach out when a project fits. No commitment until you accept.

step i.

apply

Fifteen minutes. We ask about your background, your interests, and the rate you work for. Straightforward, no cover letter theatrics.

step ii.

get vetted

Our team reviews every application personally. You hear back within a day, even if it's a "not yet."

step iii.

get matched

When a project fits your brain, we reach out with the deal. Scope, rate, time commitment. You accept or pass, no pressure.

step iv.

get paid

Payment lands within seven days of submission, with no chasing.

the rates

numbers that respect the work.

Most platforms drive rates down through competition. We negotiate as a network, so the floor keeps rising. These are the placements that are currently active.

trainers in network
1,083

across 9 domains, growing every week

median active rate
$38/hr

across all domains · q1 2026

top placement
$110/hr

clinical specialist · march 2026

payment cycle
7 days

submission to paid · no chasing

why we named it that

every AI model has a soul.
yours is what fills it.

The word numen comes from Latin, it meant the indwelling intelligence of a place, a person, a thing. The invisible presence that makes something itself. The Romans believed every meaningful object had one.

AI models have one too. It's not in the weights or the architecture. It's in the millions of human judgments that taught the model what good looks like, what to say, what to refuse, what to wonder about. That's your intelligence, made into a product. That's what they pay for.

nu·men · /ˈn(y)o͞omən/

n. the indwelling spirit or presiding intelligence of a place, person, or object, Lat., from nuere, "to nod (in assent)."

in their words

trainers, in their own words.

Three trainers, three domains, three takes on what changed after they joined.

"

I was getting $11/hr on Outlier. theNumen placed me at $75 within a week. The difference isn't the platform, it's that somebody actually advocated for me on the rate negotiation.

Shreya N.
PhD candidate · biology · joined nov 2024
"

I joined for the income. I stayed because of the work. Some of the prompts are genuinely interesting puzzles, the kind of thing I'd think about anyway, except now they pay me.

Jamie T.
comedian / writer · joined aug 2024
"

Three platforms ghosted my applications over six months. theNumen had me reviewed within four days, matched within three weeks. It's the only one where I felt like a person, not a ticket number.

Mira R.
trilingual translator · joined jan 2025
the door is open

apply your experience.
leave a fingerprint.

Fifteen-minute application. One-day review. Whether it's a yes or a not yet, you'll hear back.

apply to theNumen

your expertise, matched to the right roles