What does it really mean when a company says its AI model is “smarter,” “faster,” or “more accurate”? Behind every one of those claims is an invisible layer of work: something called evaluation (or “evals”). It’s how researchers measure whether a model can actually reason, solve problems, and recognize when it’s wrong. That’s what Outlier contributors do every day. They’re the human experts designing, running, and analyzing those evaluations. They're building the infrastructure that defines what “good AI” actually means. Think of it like this: if AI breakthroughs are the headlines, evals are the experiments that prove they’re real. It’s quiet, technical, and foundational work, and it’s reshaping how the next generation of AI learns to think. 🔍 Read more on the Outlier blog: https://lnkd.in/gGabzWbB
About us
Owned by Scale AI (invested in by Amazon and Meta), Outlier is the world's largest platform that connect real-world experts and grads with AI training projects in Law, Computer Science, Web Development, Math, Science, Languages, and more. Today, over 100,000 Outlier experts work and earn from around the world, working from home, on flexible schedules. That's why professors, PhD candidates, moms, dads, college students and new grads work on Outlier. These experts and grads help improve the accuracy of AI used by millions of people by writing specific questions, correcting errors in answers, and giving feedback. At Outlier, your skills help shape how AI learns. We pay for your work, support your growth, and give you the chance to make AI smarter for everyone. No AI experience is required to apply for Outlier, but strong experience in your field is a must. Want to play a part in this exciting moment for AI? Explore potential work opportunities and apply at outlier.ai.
- Website
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https://outlier.ai/
External link for Outlier
- Industry
- Technology, Information and Internet
- Company size
- 10,001+ employees
- Headquarters
- San Francisco
- Type
- Privately Held
- Founded
- 2023
- Specialties
- AI, Machine Learning, Flexible Work, AI Training, LLM Trainer, Work From Home, and Remote Work
Locations
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Primary
Get directions
San Francisco, US
Employees at Outlier
Updates
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Before the rest of the world meets the next generation of AI models… Outlier contributors are already trying them out. 👀 Stellar. Gleam. Radiance. Three new models, free and unlimited in Playground, Outlier’s contributor sandbox for exploring what AI can really do. From planning a trip to breaking down complex logic to writing code that actually runs, Playground lets our global community test frontier models firsthand. Curiosity rewarded. Creativity unlocked. https://lnkd.in/gvuzUHX9
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Are you a medical professional who would like to train AI models using your expertise? Check out the opportunities available on Outlier! https://lnkd.in/eaHZUzAZ
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Outlier is #hiring medical professionals—MDs, DOs, medical students, NPs, and more—to help train and improve clinical AI models. This is a flexible, remote, part-time role that fits your schedule (and makes a real-world impact). What you’ll do: - Answer and review complex clinical questions -Evaluate AI-generated responses for medical accuracy -Influence how AI supports future healthcare Work from anywhere and get paid weekly. Join 100,000+ global experts contributing to the next generation of AI. Read how medical experts are changing AI —> https://lnkd.in/ghGQHRVy
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Why is Outlier one of the best remote AI training platforms? 1. Work from Anywhere Outlier is 100% remote, so you can work from your kitchen, a library, or a mountaintop (as long as there’s Wi-Fi). There's no commute and no office distractions. 2. Make Your Own Schedule Whether you’ve got 30 hours this week or just 3, Outlier lets you log in when it works for you. Early bird? Night owl? Not a problem. Wanna see the full list? Check out our blog for all 10 reasons why Outlier stands out --> https://lnkd.in/gRsicAxj
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How can AI and humans work together, not against each other? Our latest blog post is a quick look at how people are not just adapting to AI, but actively guiding its role in the workplace. Whether you're a writer, engineer, or chemist, read on to discover how you can get involved —> https://lnkd.in/gT2FyhXe
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At the center of AI evolution are foundation models: flexible, large-scale AI systems that have changed how we build and apply machine learning tools. But what exactly are they, how do they work, and why do they matter? This guide breaks down the basics, shares real-world examples, and highlights the role of human expertise in making these models stronger: https://lnkd.in/gAAGD5XR
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Back-end coders, we just published a detailed guide on how to start working as an AI trainer! We break down the technical qualifications, soft skills, and what you can do to make your application stand out. Read it here —> https://lnkd.in/grgUf_qP If you’re looking for freelance work, extra income, or AI experience, this information will be incredibly valuable. If you’re ready to apply, check out available roles —> https://lnkd.in/g_BBasuX
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If you’re a freelance writer that’s fluent in both English and . . . -Catalan -Czech -Gujarati -Gulf Arabic -Or one of these 17 languages: https://lnkd.in/gC_CAPjz We’re #hiring for contract work that is remote, flexible, and paid out weekly. This role is a good fit if you’re analytical and creative. You’ll rank the quality of AI responses, assess accuracy of generated text, and write stories in your native language. Apply + see if there are roles available in your language: https://lnkd.in/gC_CAPjz
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Are you an expert front-end developer looking for flexible, part-time work? Are you hoping to put your skills to use in a new way? Good news: we just posted a guide on how to start working on one of the largest AI training platforms: Outlier AI. Check it out here —> https://lnkd.in/gQxiiHiP Ready to apply? View our opportunities page—> https://lnkd.in/gsAbqVdS