Train AI, Shape the Future of Law
The models shaping the future of AI are only as rigorous as the legal experts behind them. Apply your expertise where it matters, and get paid to do it.
As seen on
This is not busywork.
The most advanced language models still hallucinate case holdings, misapply standards of review, and invent statutory provisions. You're the legal filter that catches what machines can't — one annotation at a time.
Three steps.
No overhead.
Apply & Qualify
Complete a short legal reasoning assessment. We evaluate your ability to identify flawed arguments, apply correct standards, and distinguish good law from bad. No resume required — your analysis speaks.
Get Matched
Based on your background and assessment results, you're matched to projects in your areas of strength. Constitutional law, contracts, torts, IP, criminal law, regulatory — you choose what fits.
Work & Get Paid
Complete tasks on your own schedule. Each task has clear specifications and a defined scope. Payment is per-task, processed weekly, starting at $50/hour.
What you'll actually do.
Write a prompt
Craft precise legal prompts designed to probe the boundaries of model reasoning — not trivia, but questions that expose flawed legal analysis, misapplied doctrines, and invented authorities.
Review AI output
Evaluate model-generated solutions line by line. Identify logical gaps, missed edge cases, and incorrect theorem applications.
Write the correct solution
Author a complete, rigorous solution that demonstrates the correct reasoning path. This becomes a training signal.
Where models need you most.
These are the areas where current AI systems consistently struggle. Your expertise directly addresses the hardest open problems in legal reasoning.
Constitutional & Administrative Law
Evaluate AI reasoning about fundamental rights, separation of powers, judicial review standards, and administrative agency authority. Verify claims about precedent, standards of scrutiny, and constitutional interpretation.
Contract & Commercial Law
Review model outputs on contract formation, UCC provisions, breach remedies, and commercial transactions. Catch misapplied doctrines, confused consideration analysis, and incorrect damage calculations.
Criminal Law & Procedure
Assess AI-generated analysis of criminal elements, defenses, and procedural protections. Verify mens rea classifications, constitutional criminal procedure, and the interaction between substantive and procedural rules.
Tort & Civil Liability
Evaluate reasoning about negligence standards, strict liability, causation chains, and damages. Identify misapplied duty analyses, confused proximate cause tests, and errors in comparative fault calculations.
Intellectual Property & Regulatory
Review model outputs on patent, copyright, and trademark doctrines, as well as regulatory compliance frameworks. Verify fair use analyses, obviousness determinations, and regulatory interpretation.
Paid to contributors
Expert annotators
Annotations completed
Built for people who think in precedent.
Law Students
JD and LLM candidates with strong doctrinal foundations and legal writing skills.
Practicing Attorneys
Licensed attorneys looking for flexible, intellectually engaging work outside billable hours.
Legal Academics
Law professors, fellows, and researchers applying scholarly analysis to AI training data.
Judicial Clerks
Current or former clerks with experience in legal research, opinion drafting, and case analysis.
Around the web
People love the work.
A few threads from contributors who’ve been at it for a while.
.png)
r/DataAnnotationTech
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.
r/DataAnnotationTech
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.
r/DataAnnotationTech
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.
r/DataAnnotationTech
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.
r/DataAnnotationTech
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.
r/DataAnnotationTech
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.
r/DataAnnotationTech
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.
r/DataAnnotationTech
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.
r/DataAnnotationTech
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.
r/DataAnnotationTech
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.
r/DataAnnotationTech
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.
r/DataAnnotationTech
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.
r/DataAnnotationTech
u/physicsandwolves
100k club
.png)
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!
r/DataAnnotationTech
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.
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.
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.
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.
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.