Get paid for what you know.

AI teams pay professionals to train and evaluate their models: reviewing outputs, writing expert examples, and judging quality in domains where judgment is scarce. Aribase matches that work to its specialist bench.

Join the bench

The work

Typical rates
$70 to $250 / hr
Where
Remote, worldwide
When
Flexible, project-based
Commitment
From a few hours a week

Rates by domain

Software engineering
$80 to $250 / hr
Medicine & law
$100 to $250 / hr
Finance & accounting
$90 to $220 / hr
Writing & linguistics
$70 to $150 / hr
Customer operations
$70 to $120 / hr

Rates vary by domain, complexity, and project. Specialist domains sit at the top of the range.

How it works

Apply once. When a project matches your domain, you hear from us with the rate, the scope, and the timeline before you commit to anything.

  1. 1

    Apply

    Tell us your domain, seniority, and availability. Five minutes, no assessment marathon.

  2. 2

    Match

    We match you to paid projects in your field: model evaluation, expert data creation, review work.

  3. 3

    Work

    Remote and flexible, from a few hours a week to full engagements. Clear scope, agreed rate, real deadlines.

  4. 4

    Get paid

    Per project, at the agreed rate. Do good work and the next match comes to you first.

Join the specialist bench

We reply when a project matches your profile. No spam, no obligation.