Applying to Hashlist · researched 30 Oct 2026

How to apply to Hashlist

Create a free account at dop.hashlist.com with an email and password or with Google, take a brief from the work on offer, build its task in the app (the prompt, the files, your correct answer, the near misses and the scored steps), press Proof and then Publish; Hashlist runs several AI models against it, a reviewer accepts it or sends it back with a written reason, and an accepted task's pay lands on your balance, which you withdraw to PayPal or a bank account.

Start your Hashlist application

Applying to Hashlist, step by step

Researched Oct 2026

Who can join

Be at least 18, or the age of majority where you live if that is higher, and able to enter a binding contract.
Be legally able to do paid independent work and receive payment in your country, and not be in, or a national or resident of, a country under comprehensive sanctions. Hashlist may limit the platform to the countries where it makes it available, and it publishes no list.
One person, one account. Accounts are personal and may not be shared, and creating several, including to take the same brief twice or to refer yourself, is prohibited.
Hands-on expertise of your own. A task is one job from your own work, and Hashlist rejects puzzles and textbook exercises.

Step by step

1
Create your account
Sign up with an email address and password or with your Google account. There is no application form or interview first: a new account goes straight into the app.
2
Take a brief
Your dashboard lists the work on offer, put up by Hashlist and paid on acceptance. Each brief states the work required, the payment offered and how the task will be evaluated, such as which models it is run against and how many trials. Read the full brief, then press Take this brief: the task appears on your dashboard.
3
Find a real job from your own work
A task is one job from your own work, written up so an AI model can attempt it, and your checks can score the attempt. Hashlist recommends starting from a time a model gave you a wrong answer, hallucinated or failed to finish: a calculation from a datasheet it misread, a configuration file that would fail on the real tool, or a review comment you had to write on code it generated.
4
Write the prompt, the golden set and the scored steps
The app creates the task folder for you. Write the prompt the way the job would reach you, then the Golden set: your correct answer, one or more near misses (the wrong answers a capable colleague would give), and your steps. Each scored step is an outcome worth 1 to 5 points, checked by a value between two numbers, a line that contains a phrase, or a judge model that reads the answer.
5
Run Proof, then Publish
Proof runs your checks against your right answer, your wrong answer and an empty output, and shows which check caused a failure; a near miss you ticked under a step also has to fail that step. When Proof passes, press Publish. A task you hand in is locked while it is in review.
6
Model runs, then a reviewer
Hashlist runs several models against your task, with your prompt and with a rewritten one, with and without tools; the task passes if some attempts succeed and some fail. A reviewer then reads it, checks the files for confidential material and tries to break your checks. If something needs changing, you get a note on the task in the app, and most fixes take a few minutes.
7
Get paid, then take the next brief
Every task gets a written reason from the reviewer. An accepted task's pay lands on your balance at the amount the brief offered when you handed it in (the reviewer may credit a different amount, for example for partial work, and records why). A rejected task is not paid, but you may revise it and hand it in again.

No entrance test: every task you hand in is run against AI models and reviewed

There is no entrance exam or interview. Your first task is the test: every task you hand in is run against several AI models and then reviewed by a Hashlist administrator, who accepts or rejects it and gives a written reason. A good task often scores somewhere in the middle: if every model attempt fails it is too hard, and if every attempt passes it is too easy. It must also be real work, not AI-generated, hard to cheat, give the same score every run, and come with a realistic wrong answer.

Format

A task you build in Hashlist's app: the prompt, the files the job needs, your correct answer, near misses and scored steps worth 1 to 5 points each, checked by Proof before you publish, then by model runs and a human reviewer. Its full guide also describes building a task by hand, with an environment, a verifier and reference answers.

How to prepare

Start from your own working week: think of a time you asked a model to do something and it gave back the wrong answer, hallucinated or failed to complete it.
Name the realistic wrong answer, the mistake a capable colleague would make, such as the wrong unit or a clause from an old spec revision.
Make it hard to cheat and repeatable: the model must be unable to edit your checks or find the answer lying in the files, and your checks must give the same result every run (pin versions, avoid timing and network calls).
Write a step as an outcome, not an action: 'uses the worst-case sleep current, not the typical one', not 'opens the datasheet'. When a step is judged, your correct answer must write that reasoning into the answer file in plain sentences.
Read the full guide at dop.hashlist.com/guide before your first task: it covers every field and the rules the app will not repeat, such as stating tolerances, not equality, and the band you would accept from a colleague.

Why people get rejected

An AI-generated task: Hashlist says all AI-generated submissions are automatically declined (it recommends using AI on less than 20% of a task; the builder's own Ask helper and check suggestions are fine).
A puzzle or textbook exercise instead of a job from real work.
A task the models always pass, or always fail.
Checks a model can get around, or an answer left lying in the files.
Material you have no right to use, such as an employer's confidential code or data, or a task copied from a public benchmark.

How long it takes

Hashlist publishes no review time. Signing up is immediate and the pace of building a task is yours; after you publish, Hashlist runs the models and a reviewer decides. A task sent back comes with a note in the app, and most fixes take a few minutes.

When you get paid

Each brief states its payment in US dollars, fixed at the amount it offered when you handed the task in, and you are paid only when an administrator accepts the task: a rejected task is not paid. Accepted pay lands on your balance. You request a withdrawal to a PayPal address or a bank account (IBAN), and an administrator reviews and sends each one by hand: the Terms say Hashlist aims to process requests within 10 business days, may require identity, tax or payment-account verification first, and may apply a minimum withdrawal of USD 50. Your provider's fees and currency conversion are yours.

Tips to get accepted

Use numbers that come from somewhere: Hashlist's guide asks for the spec section, table or measurement you would cite to defend the limit, and an hour of your working day with the real data.
Make the near miss wrong, not broken. A file that produces no answer scores zero for the wrong reason; the near miss should be the mistake a good engineer makes under time pressure.
Keep briefs out of outside AI tools. The Terms treat unpublished briefs, your tasks and reviewer feedback as confidential, including entering them into third-party AI tools.
Have your tax form ready before you withdraw: Hashlist may ask for IRS Form W-9 or W-8BEN, or a local equivalent, before paying you.
Hashlist owns every task from the moment you create it, including one it rejects, so build from your own experience and never from an employer's confidential material.

What isn't public

Hashlist publishes no rates outside its signed-in app: each brief states its own payment there, and nothing public lists the open briefs.
It publishes no acceptance rate and no review time.
Its own pages differ on payouts: its Terms (last updated 25 September 2026) say an administrator sends each withdrawal by hand to PayPal or a bank account, aiming for 10 business days; its signed-in Balance page says 1 to 3 business days; and its first-task guide says balances are paid out weekly through Stripe.
It names no list of the countries it pays, only that it may limit the platform to the countries where it makes it available.
The data platform is new (its Terms date from 25 September 2026) and we found no independent worker reviews of it.

Sources (5)

Applying to Hashlist: questions

How do I get started on Hashlist?

Create a free account at dop.hashlist.com with an email or Google, take a brief from the work on offer, and build its task in the app: the prompt, the files, your correct answer and near misses, and the scored steps. Press Proof, then Publish. There is no separate application or interview.

Does Hashlist have a test or an interview?

No. Each task you hand in is run against several AI models, then reviewed by a Hashlist administrator, who accepts or rejects it and gives a written reason. A rejected task can be revised and handed in again.

How much does Hashlist pay?

Each brief states its own payment in US dollars, shown inside the signed-in app, and you are paid only when your task is accepted. The reviewer may credit a different amount, for example for partial fulfilment, and records the reason.

Can I use ChatGPT or Claude to build a Hashlist task?

No. Hashlist says AI-generated tasks are rejected: the task, its environment and its gold answers must come from your own hands-on engineering. The builder's own Ask helper and check suggestions are allowed.

How do I get paid by Hashlist?

Accepted pay lands on your balance. You request a withdrawal to PayPal or a bank account (IBAN), and an administrator sends it by hand; the Terms aim for 10 business days and allow a USD 50 minimum and identity or tax checks first.

Who can join Hashlist?

Anyone 18 or over who can legally do paid independent work and receive payment in their country, outside countries under comprehensive sanctions, with one account per person.

How long does it take to hear back from Hashlist?

Does Hashlist have an assessment?

Yes: No entrance test: every task you hand in is run against AI models and reviewed. There is no entrance exam or interview. Your first task is the test: every task you hand in is run against several AI models and then reviewed by a Hashlist administrator, who accepts or rejects it and gives a written reason. A good task often scores somewhere in the middle: if every model attempt fails it is too hard, and if every attempt passes it is too easy. It must also be real work, not AI-generated, hard to cheat, give the same score every run, and come with a realistic wrong answer.