Domain
/
GENERALIST

Train AI.
Get Paid.

Work on paid, hourly, remote projects that match your skills. Work whenever and wherever you want. Including hundreds of general, coding, health, finance, and legal projects — and more.

Starting at $25-$30+/HR

Peter

CRITICAL REASONING

As seen on

Domain
/
GENERALIST

Train AI.
Get Paid.

Work on paid, hourly, remote projects that match your skills. Work whenever and wherever you want. Including hundreds of general, coding, health, finance, and legal projects — and more.

Starting at $25-$30+/HR
4.6 from 145 reviews

As seen on

This is not busywork.

The best language models still hallucinate facts, contradict themselves, and miss obvious logical gaps. You're the quality signal that fixes this — one evaluation at a time.

01-Rigor

Real Critical Thinking

These are not checkbox surveys or simple labeling tasks. You're evaluating the logical coherence of multi-paragraph arguments, catching subtle factual errors, and judging whether an AI's response actually answers the question asked. The work demands genuine analytical rigor.

02-Signal

Direct Impact on AI Reasoning

Every correction you make becomes training signal for the next generation of language models. When you identify that a model fabricated a source, contradicted itself, or missed the point entirely, you're teaching it to reason more carefully.

03-Flexibility

Work on Your Schedule

No fixed hours, no standups, no managers. Tasks are available 24/7 and you choose when and how much to work. Most contributors work 10–50+ hours per week around their primary commitments.

04-Rate

Premium Compensation

Sharp reasoning is valuable and we pay accordingly. Rates start at $25-$30+/HR and scale with complexity and performance.

Three steps.
No overhead.

01

Apply & Qualify

Complete a short reasoning assessment. We evaluate your ability to identify logical flaws, catch factual errors, and write clear feedback. No interview required — your thinking speaks for itself.

~30 min assessment
02

Get Matched

Based on your assessment results, you're matched to a diverse set of projects — instruction-following, creative writing, fact-checking, conversational quality. You choose what suits you.

Flexible scheduling
03

Work & Get Paid

Complete tasks on your own schedule, with no minimum hours or quotas. Each task has clear specifications and a defined scope. Payment is per-task, processed weekly, starting at $25–$30+/HR.

Weekly payouts

What you'll actually do.

Where models need you most.

These are the areas where current AI systems consistently fall short. Your judgment directly addresses the hardest open problems in language model quality.

Instruction Following & Task Completion


Evaluate whether AI responses actually follow the user's instructions. Check for missed constraints, ignored formatting requirements, and subtle misinterpretations of multi-part prompts.

Prompt Adherence
Constraint Satisfaction
Format Compliance

Reasoning & Logical Coherence


Assess the logical structure of AI-generated arguments. Identify circular reasoning, unsupported conclusions, false dichotomies, and non-sequiturs in explanatory and persuasive text.

Argument Analysis
Critical Thinking
Causal Reasoning

Factual Accuracy & Fact-Checking


Verify claims made by AI models against real-world knowledge. Catch hallucinated citations, fabricated statistics, misattributed quotes, and subtly incorrect factual statements.

Hallucination Detection
Source Verification
Error Categorization

Creative Writing & Tone


Evaluate AI-generated creative content for voice consistency, narrative coherence, emotional resonance, and stylistic appropriateness. Judge whether the writing achieves its intended effect.

Voice & Style
Narrative Structure
Tonal Consistency

Conversational Quality & Safety


Rate multi-turn dialogue for naturalness, helpfulness, and safety. Identify when a model is evasive, overly verbose, condescending, or produces potentially harmful content.

Dialogue Quality
Safety & Guardrails
Helpfulness
$150M+

Paid to contributors

100k+

Expert annotators

120M+

Annotations completed

Built for people who care about the future of AI.

01

Writers & Editors

Professional writers, editors, and journalists with sharp language instincts and an eye for detail.

Editorial experience
RESEARCH FLUENCY
02

Teachers & Educators

Educators who know how to explain clearly and evaluate whether an explanation actually works.

Instructional design
Clear communication
03

Analysts & Researchers

Research professionals, policy analysts, and librarians who verify information for a living.

Fact-checking
Source evaluation
04

Critical Thinkers

Humanities and social science graduates who think in arguments, evidence, and structured reasoning.

Logical analysis
Strong writing skills

Around the web

People love the work.

A few threads from contributors who’ve been at it for a while.

u/NaToKy24

What I love most about DA: it's an actual meritocracy

What I absolutely love about working at DA is the meritocracy. The higher the quality of your work, the higher the reward.

Creating complex coding scenarios, doing deep analysis of models, and synthesizing results are all part of my daily routine, and I love it.

u/textartguy

Belated Milestone Post

Been working since March 2024. I honestly feel so lucky to have both found this job and to have been able to keep it for so long.

I thought I might make a few grand max at the start.

u/Sharp-Sherbert-4194

100K!

Hit 100k the other day! I do this full time. Not what I originally intended when I signed up, but I've managed so far.

I started as a generalist but I have coding work too.

u/Emelody_cellobabe

DA has seriously changed my life

This work has opened up so many opportunities for me and is now enabling me to work full-time independently.

I started as a generalist, then passed the coding eval and have more often than not had plenty of work.

u/E13AN0R

Just hit 75k!!

Started almost a year ago and have just hit this milestone :) I had just graduated from uni when I started doing this and it was a lifesaver whilst I was looking for graduate jobs.

I'm based in the UK and I have a Master's degree in physics so I do a mix of specialist stem, coding, and sometimes generalist projects.

u/LeatherScience633

DA saved me, and I wish I could say thanks

In just 2 months I have already paid off my debt that would have taken me around an year to pay back. I can also leave my extra jobs and actually focus on my passion instead.

Working for them has been the best thing to happen to me so far.

u/CharacterBlood1495

Hit the 10k mark in one month : )

I have earned 10k in a month (my first month started at the end of April). I needed this and will definitely continue working with them.

I plan to keep working and be able to pay for a masters maybe in the fall.

u/OhLemons

Broke 130k this month!

I love that I can switch between coding tasks and those with rubrics, and that the work is always changing, so it never gets boring.

The taxes hurt, but it is worth it to help support the services like free healthcare here in Canada.

u/paranormalisnormal

$40k - I Love You Data Annotation <3

Data Annotation has saved my ass financially and allowed me to help out my loved ones. Couldn't ask for a better job.

I've been working about 2-3 hours a day, 5 days a week, for just over 2 years.

u/PossibilityNo1696

200k Club

Treated DA as pretty much full time for the past 3 years and its been a god send for me.

I've saved a huge amount of money working from home, managed to work on a part time masters degree, and also been able to spend more time on myself.

u/Responsible-Fly-3808

My personal experience with DA [CODING]

In less than 2 months I've made a little over $20k, which honestly still feels surreal typing out.

A lot of it feels like real engineering/problem-solving work — debugging code, evaluating implementations, reasoning about edge cases.

u/MCSquareGlobe

Actually can help pay student debt now

This made living as a grad student actually affordable. In 2 weeks I just over doubled what I normally make.

Half of what I need to do in grad school is writing, so writing practice has been well needed.

u/physicsandwolves

100k club

Thanks DAT, I've been able to live an awesome life because of this job. Traveled to 28 countries, built a wrap around deck for my mom, created a massive garden, and so much more!

You can do it too, keep up the good work people!

u/neverenoughpepper

Jumping on the Milestone bandwagon

It's been a long, almost 3 year journey. Coder, self taught, and the first year or so was really, really tough. But I have no words for how thankful I am for DA.

I've had some amazing jobs in my life, but none compare to the constant challenges and rewards of this one.

Frequently Asked Questions

Have questions? Here we answer the most common questions.

What kind of work will I do?

You'll work on tasks that help AI perform better, like reviewing responses, checking accuracy, refining prompts, and rating outputs. No coding or technical background needed.

What kind of projects are available?

Projects vary but commonly include reviewing AI-generated text, ranking responses, checking facts, labeling data, and reviewing content in specific subject areas. All focused on improving real production AI systems.

Who is this for?

This is ideal for people with strong reasoning skills, attention to detail, and subject-matter expertise who want flexible, remote work with real impact. Researchers, students, professionals, and independent contributors who enjoy analytical work and want to contribute to advancing AI systems.

What kind of position is this?

This is a flexible, task-based contractor role. You work remotely on your own schedule, focused on output quality rather than hours logged. There is no long-term commitment required, and you can work as much or as little as you choose.

Get ahead in a changing workforce.

No recruiters. No interviews. Just meaningful work and real compensation.