Outlier

AI training platform by Scale AI connecting subject matter experts with generative AI improvement projects in coding, STEM, and writing.

AI Training

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Oakland, USA type

What is Outlier?

Outlier is an AI training platform founded in 2015 and headquartered in Oakland, California, currently operated by Scale AI. The platform connects subject matter experts with enterprises to enhance generative AI models through human feedback and training data. Contributors work as freelance independent contractors on project-based tasks including rating AI responses, creating prompts, evaluating and ranking AI-generated content, and working with multi-modal content — all designed to make large language models (LLMs) more intelligent, accurate, and effective. Outlier operates as a fully distributed team with experts worldwide, offering flexible hours where contributors can work from wherever and whenever. Pay rates range from $15 to $50+ per hour depending on expertise and role, with coding experts averaging around $30/hr and STEM experts earning $400–$900 per week. The platform covers domains including computer science, mathematics, biology, chemistry, engineering, writing, and numerous languages.

Qualifications

Qualifications vary by role. For coding experts, a bachelor's degree or higher in Computer Science is desired, along with proficiency in languages such as Java, Python, JavaScript/TypeScript, or C++. Participation in coding competitions (CodeForces, ICPC, Google Code Jam, Kaggle) is a plus. For STEM experts, a master's degree or PhD in a relevant field (mathematics, physics, biology, chemistry, engineering) is generally required, along with the ability to create complex, graduate-level problems. For writing and language experts, native fluency in the target language with strong grammar, syntax, and cultural nuance is essential, plus a bachelor's degree in humanities or professional writing experience (copywriter, journalist, editor). At minimum, an associate degree is required across all roles, with specific projects demanding bachelor's, master's, or PhD-level credentials. The application process involves creating an account, selecting expertise areas, completing skill screenings, and identity verification. No prior AI experience is required. Note: Outlier operates on a freelance basis and does not offer visa sponsorship.

Available Remote Jobs

3 Jobs

Frequently Asked Questions

Is Outlier legitimate?

Yes, Outlier is a legitimate company listed on RemoWork. We verify all companies on our platform. However, we always recommend doing your own research before sharing personal information or starting work. Check reviews from other users and visit the company's official website for the most up-to-date information.

How do I get started with Outlier?

To get started, visit Outlier's official website and look for their careers or sign-up page. Create an account, complete your profile with relevant skills and experience, and apply for available positions or projects. Some companies may require you to pass a qualification test or assessment before you can start working.

Does Outlier offer remote work?

Yes, Outlier offers remote work opportunities. Most tasks and positions can be completed from anywhere with a reliable internet connection and a computer or smartphone. Specific location requirements may vary by project or role, so check individual listings for details.

How does Outlier pay its workers?

Payment methods and schedules vary. Common payment options include PayPal, bank transfers, Payoneer, and other digital payment platforms. Visit Outlier's official website or check their payment/FAQ section for specific details about payment methods, minimum thresholds, and payout schedules.

What skills do I need to work with Outlier?

Required skills vary by role and project. Generally, you'll need a reliable internet connection, basic computer literacy, strong attention to detail, and good communication skills. Some positions may require specialized expertise, language proficiency, or technical qualifications. Check individual job listings for specific requirements.

What is Outlier's relationship with Scale AI?

Outlier operates as part of the Scale AI ecosystem, leveraging Scale AI's infrastructure and client network. This connection gives Outlier access to AI training projects from leading technology companies and ensures a steady pipeline of high-quality annotation and evaluation tasks.

What are the most common tasks on Outlier?

Common tasks include AI response evaluation, creative writing prompts, code review and generation, mathematical problem solving, fact-checking, and content quality assessment. Tasks often involve comparing and ranking AI model outputs or creating training data for large language models.

What pay rates can I expect on Outlier?

Pay rates on Outlier vary by project and domain expertise. Specialized tasks (such as coding, math, or domain-specific evaluation) typically pay higher rates than general tasks. Rates are communicated upfront for each project, and payment is typically processed on a regular schedule.