Home / AI training and placement
AI training and placementYour route into AI training work
Whether you are a strong all rounder or a subject expert, WrapiD trains you for the work, matches you to the platform that suits your skills, and supports you to stay in good standing.
Please note: WrapiD provides training, onboarding and placement support. Many placements are on third party AI training platforms, where contributors work as independent, self employed contractors with the platform. Some projects come to us directly from clients and are delivered by independent contractors working with WrapiD. Work is not guaranteed, and we explain how you would be engaged before you start. We do not publish pay figures because pay depends on the platform, the project and the quality of your work.
Work online, whatever your stage
If you can write clearly and follow guidelines carefully, there is a place for you.
Ideal for students, recent graduates and early career professionals
Flexible, remote work that fits around your studies or your first career steps. No technical background needed.
Open to anyone who wants to work online
Experience is an asset here, not a barrier. If you are outside those groups you are just as welcome. What matters is clear written English, attention to detail and a willingness to follow guidelines carefully.
What AI training contributors actually do
Modern AI is only as good as the human judgment used to train it. Tasks vary by platform and project, but most fall into five groups.
Comparing responses
Judge which of two or more AI answers is better against specific criteria.
Rating quality
Score a single response on accuracy, helpfulness, tone or safety.
Writing prompts and answers
Create original questions, instructions and model answers.
Spotting errors
Find factual mistakes, broken reasoning or ignored instructions.
Annotation and tagging
Apply a defined set of labels to content, exactly as the guidelines say.
An invented example to show the idea. Real tasks follow each platform's own guidelines.
Generalist and specialist work
AI models need everyday judgment and deep expertise. We train and place both, and match each person to the projects where they are strongest.
Everyday AI training
No specialist knowledge required. You help models become clearer, safer and more useful in everyday tasks.
- Comparing and rating AI responses
- Writing prompts and model answers
- Annotation, tagging and error spotting
- Strong written English and attention to detail
Expert level projects
Subject experts review and create material that needs real depth. We place specialists where their expertise counts most.
- A relevant degree, professional qualification or substantial experiencePlatforms usually verify this and may add a subject assessment.
- Expert reasoning, explained clearly and precisely
- The same standards of consistency and guideline following
Not sure which fits you? Apply and tell us about your background. We will point you to the right projects.
Skills that make you good at the work
These are the core evaluation skills at the heart of our training, whichever platform you end up on.
Evidence based justifications
Explain every decision with specific, checkable evidence rather than vague opinion.
A consistent standard
Apply the same bar to every task, whatever the time of day or your mood.
Following a system exactly
Platforms reward people who follow the defined process precisely, step by step.
Observation versus interpretation
Separate what you can actually see from what you are assuming.
A pre submission checklist
Catch avoidable mistakes before you submit, every single time.
Learn them for free
Start with the Quick Summary of our crash course. It takes about 10 minutes.
Read it nowSix clear steps from apply to first task
So you always know what happens next, and what to have ready.
- 1You
Complete the application form
Tell us about yourself, upload your CV and answer a few questions about your background and availability so we can find the right fit.
You will need: Your CV, a short cover note and your contact details.
- 2Our team
We review your application
We check your details against what the platforms require. Shortlisted candidates are contacted by email and invited to book an onboarding interview.
You will need: An email address you check often. Look in your spam folder too.
- 3Video call
Onboarding interview
A video call with one of our onboarders, usually around an hour. We explain the work, answer your questions and check your set up. We may ask you to share your screen.
You will need: A laptop with a camera and microphone, a quiet space and valid photo ID.
- 4Training
Complete your training
Work through our AI Training Crash Course: how the work is done, how it is assessed, and how to avoid the mistakes that cost contributors their accounts.
You will need: Your WrapiD sign in, which we give you after onboarding.
- 5Matching
Platform matching and setup
We match you to a platform that suits your skills and availability, then guide you through creating your own account and completing identity verification.
You will need: Photo ID and your own real details. Never use anyone else's identity.
- 6Support
Start tasks with support
Begin your first tasks with our team behind you. Follow each platform's guidelines, and ask us if you need help staying in good standing.
You will need: Time set aside each week, around 3 to 5 hours.
Steps can change when platforms change their requirements. We will always tell you what to expect.
What you need to apply
Essentials
- 18 or over, with the legal right to work in the UKWe cannot currently place contributors without UK work eligibility.
- A reliable laptopPhones and tablets are not suitable for most tasks.
- A stable internet connectionFor tasks, training and video calls.
- Around 3 to 5 hours a weekFlexible, and you choose when.
- Clear, professional written EnglishMost tasks involve reading and writing.
Who can apply
Ideal for students, recent graduates and early career professionals, and just as open to experienced professionals, career changers and anyone who wants to work online. You do not need a technical background for generalist work. Specialist projects look for expertise in a subject.
Before you apply
- Have your CV ready to upload
- Use an email address you check often
- Answer honestly, in your own words
Doing well is about consistency
The contributors who last are the ones who treat quality seriously from the very first task. This is the heart of what our training covers.
Quality is checked continuously
Platforms monitor work through spot checks, agreement with expected answers and reviews of your written reasoning. It is ongoing, not just during onboarding.
Patterns matter more than slips
One-off mistakes are normal. Consistently low agreement after feedback, vague or reused justifications and rushing are what put access at risk.
Honesty is non negotiable
Never fabricate responses, share confidential project material or try to game quality checks. These are treated as serious problems straight away.
Build steady habits
Re-read guidelines regularly, pace yourself, act on feedback and ask when something is unclear instead of guessing.
The right platform for your skills
There is no single best platform. Outlier and Scale AI are two examples, and we work with a wider range. Which are open to new contributors changes over time.
We look at your strengths, your subject knowledge and your availability, then match you to the projects where your skills are best rewarded. If a platform is not the right fit, we look at others.
Your skills
Writing, analysis, subject knowledge and attention to detail.
Your availability
The hours you can reliably give each week.
Open projects
Which platforms and projects are recruiting right now.
Your account
You own and control it. We guide you through setup.
Need contributors you can trust?
We also supply well vetted, pre-qualified contributors, each with a track rating, to AI data companies that need dependable people quickly.
- Interviewed, trained and pre-qualified
- Generalist and specialist talent
- Track ratings built from real performance
Frequently asked questions
Cannot find your answer? Ask Wrapid Answer in the chat, or email recruitment@wrapidsolutions.co.uk.
Is this a job or employment?
It depends on the opportunity. WrapiD provides training, onboarding and placement support. Many placements are on third party AI training platforms, where contributors work as independent, self employed contractors with the platform. Some projects come to WrapiD directly from clients, and in those cases contributors may work with us as independent contractors. We explain how you would be engaged before you start, and work is not guaranteed.
What does an AI training contributor actually do?
You review, rate, write and label material that helps AI models learn. Typical tasks include comparing AI responses against clear guidelines, writing high quality answers, and annotating data. Tasks vary by platform and project.
Do I need technical or AI experience?
No technical background is needed. Strong written English, attention to detail and a willingness to follow guidelines carefully matter most. Our free crash course explains the work before you start.
Do you place specialists as well as generalists?
Yes. We train and place both. Specialists are subject experts, for example in coding, mathematics, science, medicine, law, finance or languages, who work on expert level projects. Tell us about your background when you apply and we will look for projects that fit.
Do I need a degree?
Not for generalist work. For specialist projects, platforms usually look for a relevant qualification or substantial professional experience, and may add a subject assessment.
Am I too old, or too experienced?
No. There is no upper age limit. You must be 18 or over, and the work suits students and early career professionals as well as experienced professionals, career changers, people returning to work and retirees. Clear written English, attention to detail and following guidelines carefully are what matter.
How many hours a week is it?
Most contributors work around 3 to 5 hours a week, flexibly, remotely and from their own laptop.
Which platforms do you work with?
Outlier and Scale AI are two examples, and we work with a wider range of AI training platforms. We match you to the platform and projects that suit your skills and availability. Which platforms are open to new contributors changes over time.
How much will I earn?
Pay is set by each platform and depends on the project and the quality of your work, so we do not publish figures on this website. Our recruitment team can talk you through it at recruitment@wrapidsolutions.co.uk.
How does the application process work?
You complete our application form with your CV. Our team reviews it, and shortlisted candidates are invited to an onboarding interview. You then complete our training and we match you to a platform. See the full steps.
How will I hear back after I apply?
By email, so please use an address you check often, and look in your spam folder too. Shortlisted candidates are invited to book an onboarding interview.
What happens in the onboarding interview?
It is a video call with one of our onboarders, usually around an hour. We walk you through the work, answer your questions and check your set up, which may include sharing your screen. Please use a laptop with a camera and microphone in a quiet space.
Will I need to verify my identity?
Most AI training platforms verify identity before you can start tasks, often through a third party service. Have valid photo ID ready and always use your real details. Never try to work around a verification step, because it can get your account removed.
Who owns my platform account?
You do. You sign up for and control your own platform account. WrapiD guides you through setup, training and the standards the platforms expect.
What if I do not pass a platform's screening?
Platform screenings can be demanding, and not everyone passes first time. Where we can, we look at other projects that fit your skills. Our crash course also covers assessments and how to prepare for them.
Can I apply from outside the UK?
At the moment we are recruiting contributors who have the legal right to work in the UK. If that changes, we will say so here.
Are you affiliated with Outlier, Scale AI or other platforms?
No. WrapiD Solutions is an independent company. We are not owned by, or affiliated with, any AI training platform, and platform names belong to their respective owners.
I run an AI data company. Can you supply contributors?
Yes. We supply well vetted, pre-qualified generalist and specialist contributors with track ratings. See our page for AI data companies.
How is my personal data handled?
We use your details to process your application and to support you as a contributor. You can read exactly how in our privacy policy.
Ready to take the first step?
Complete the application form and our team will take it from there.
Looking for software instead? Visit our software studio.