Outlier

About the Company

Owned by Scale AI (with investments from 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.

Listed Jobs

Company Name

Outlier

Job Title

Hong Kong Chinese Freelance STEM Writer

Job Description

Job Title: Hong Kong Chinese Freelance STEM Writer Role Summary: Train generative AI models through writing tasks in Cantonese (Hong Kong). Responsibilities include evaluating AI-generated content, creating original writings, and assessing factual accuracy for STEM-related projects. Expactations: Remote work, flexible hours, 1099 contract. Authorization to work in country of residence required. Key Responsibilities: - Rank AI-generated text responses by relevance or quality. - Generate short stories or technical content on assigned topics in Cantonese. - Review and verify factual accuracy of AI-produced texts. Required Skills: - Proficient Cantonese (Hong Kong) writing and comprehension. - Experience in professional writing (copywriting, technical, or scientific fields). - Familiarity with STEM concepts or technical subject matter. Required Education & Certifications: - Undergraduate degree in STEM, professional writing, or law/technical disciplines. - No certifications required.

England, United kingdom

Hybrid

27-09-2025

Company Name

Outlier

Job Title

Remote AI Content Reviewer

Job Description

Job Title: Remote AI Content Reviewer Role Summary Evaluate and refine AI-generated content by reviewing, ranking, and providing feedback on LLM responses, ensuring output meets realistic user needs and high quality standards. Expectations - Complete tasks remotely with flexible hours. - Work as a freelance/1099 contractor; maintain eligibility to work in your country of residence. - Deliver accurate, timely reviews and constructive critique in English. Key Responsibilities - Adopt a user-centered mindset to generate and assess realistic training data. - Review LLM responses, rank them by quality, relevance, and coherence. - Provide clear, concise written explanations of decision rationale. - Participate across multiple projects, applying specific skillsets as needed. - Collaborate with product and engineering teams to identify model weaknesses and suggest improvements. Required Skills - Strong analytical and problem‑solving abilities; craft complex, professional prompts. - Excellent written communication: precise, engaging, and able to critique content. - Sharp attention to detail with commitment to accuracy and consistency. - Comfortable working independently and managing flexible schedules. Required Education & Certifications - Minimum undergraduate degree or equivalent work experience. - Proficiency in English (written and spoken). - (Optional) Background in literature, creative writing, history, philosophy, theology, or related fields. - (Optional) Prior editorial, content‑strategy, or technical‑writing experience. ---

Southampton, United kingdom

Remote

26-11-2025

Company Name

Outlier

Job Title

Remote AI Writing Evaluator

Job Description

**Job Title:** Remote AI Writing Evaluator **Role Summary:** Independent evaluator reviewing and ranking responses generated by large language models to refine AI content quality. Works remotely on a flexible schedule as a freelance contractor. **Expactations:** - Deliver accurate, unbiased assessments of AI outputs. - Meet velocity and quality targets; eligible for performance bonuses. - Maintain confidentiality and comply with contract terms. **Key Responsibilities:** - Craft realistic user prompts and scenarios to elicit natural AI responses. - Evaluate model outputs for relevance, clarity, correctness, and style. - Rank responses and provide concise feedback or critique. - Collaborate across multiple projects and adapt to evolving evaluation criteria. **Required Skills:** - Strong analytical and problem‑solving ability. - Excellent written communication; concise, clear, engaging. - High attention to detail and accuracy. - Proficiency in English, native speaker preferred. **Required Education & Certifications:** - Minimum 2+ years of professional writing, editing, or content strategy experience. - Background in literature, creative writing, history, philosophy, or similar fields is welcome. - No specific degree required; formal certifications in writing or editing are a plus.

Liverpool, United kingdom

Remote

26-11-2025

Company Name

Outlier

Job Title

AI Writing Reviewer - Remote

Job Description

**Job Title** AI Writing Reviewer (Remote) **Role Summary** Independent freelance evaluator of large language model outputs, providing nuanced ranking and critique to refine AI training data. Generates natural user‑oriented text, assesses model responses, and contributes to multiple AI projects based on individual expertise. **Expactations** - Assemble a portfolio of evaluated responses and ranking reports within designated timeframes. - Meet hourly pay rate of $12–$15 USD (dependent on experience) with performance‑based bonuses. - Maintain strict confidentiality, comply with contract terms, and work within flexible hours. - Provide client‑approved documentation of reviews each week. **Key Responsibilities** - Adopt a user mindset to generate realistic, natural text scenarios. - Review and rank AI-generated responses for quality, relevance, and coherence. - Draft concise evaluation notes explaining decision logic and model performance. - Collaborate across diverse projects; adapt to new prompt structures and evaluation criteria. - Enter results into secure platform and submit weekly reports. **Required Skills** - Strong analytical and problem‑solving ability for complex prompt creation and AI reasoning assessment. - Excellent written communication—clear, concise, engaging explanations of evaluation decisions. - High attention to detail, accuracy in technical assessment of model output. - Familiarity with large language models and basic AI concepts. - Self‑directed time management, ability to work independently and meet deadlines. **Required Education & Certifications** - Bachelor’s degree or equivalent professional experience in English, literature, creative writing, history, philosophy, theology, or related field. - Prior editorial, content strategy, or technical writing experience preferred. - No specific certifications required; knowledge of AI/ML tools is advantageous. ---

Manchester, United kingdom

Remote

27-11-2025