Train AI and Shape the Future of Physics Research
The models shaping the future of AI are only as rigorous as the physicists behind them. Apply your expertise where it matters- and get paid to do it.
As seen on
Work that impacts your future.
The largest language models in the world still confuse classical and quantum mechanics. You're the feedback loop that fixes this — one derivation at a time.
Three steps.
No overhead.
Apply & Qualify
Complete a short physics assessment. We evaluate your ability to reason from first principles, identify flawed derivations, and apply physical intuition. No resume required — your work speaks.
Access Projects
Based on your background and assessment results, you're matched to projects in your areas of strength. Classical mechanics, electrodynamics, quantum theory, thermodynamics — 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 $40/hour.
What you'll actually do.
Write a prompt
Craft precise physics prompts designed to probe the boundaries of model reasoning — not trivia, but problems that expose conceptual misunderstandings and faulty physical intuition.
Review AI output
Evaluate model-generated solutions line by line. Identify dimensional errors, violated conservation laws, and incorrect approximation regimes.
Evaluate physics responses from AI models for conceptual integrity, dimensional consistency, and whether the reasoning actually holds under scrutiny.
Write the correct solution
Author a complete, rigorous solution that demonstrates the correct reasoning path. This becomes training signal.
Produce rigorous, well-structured solutions that demonstrate genuine physical intuition and expose exactly where the model went wrong and why.
Where models need you most.
These are the areas where current AI systems consistently struggle. Your expertise directly addresses the hardest open problems in physics reasoning.
Classical Mechanics & Lagrangian Methods
Evaluate derivations using Newtonian, Lagrangian, and Hamiltonian formalisms. Check constraint handling, generalized coordinates, and conservation law arguments.
Quantum Mechanics & QFT
Review solutions involving Schrödinger equation, perturbation theory, path integrals, and field quantization. Verify operator algebra and Hilbert space arguments.
Electrodynamics & Optics
Assess solutions to Maxwell’s equations, boundary value problems, radiation theory, and wave propagation. Check gauge choices and retarded potential calculations.
Statistical Mechanics & Thermodynamics
Verify partition function calculations, phase transition arguments, and entropy derivations. Identify violations of thermodynamic consistency.
General Relativity & Cosmology
Evaluate tensor calculations, geodesic equations, and spacetime metric derivations. Check covariant derivative operations and Einstein field equation solutions.
Paid to contributors
Expert annotators
Annotations completed
Built for people who think in proofs.
Graduate Students
PhD and Master’s candidates in theoretical or experimental physics.
Postdoctoral Researchers
Postdocs bridging theory and computation who want flexible supplemental work.
Research Physicists
Active or former researchers applying deep domain knowledge to AI training.
Applied Physicists
Engineers and scientists with rigorous physics foundations in industry.
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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.
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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.
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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.
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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.
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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.
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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.
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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.
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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.
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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.
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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.
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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.
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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.
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u/physicsandwolves
100k club
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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!
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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.