Outlier Gigs

This role involves providing human feedback to improve AI voice models by participating in and evaluating Thai-language conversations. You will engage in live, scenario-based conversations with AI models and review/score recorded conversations for naturalness, helpfulness, and audio quality. Key requirements: * Native or highly fluent Thai speaker * Comfortable with natural, everyday conversational speech * Experience with improvisation, role-play, or unscripted performance is desirable * Customer-facing or conversation evaluation experience is a plus Pay: $15-50/hr (Note: Core project work is up to $10/hr, with additional incentives bringing average earnings higher). To apply, sign up on the Outlier.ai platform.

Outlier seeks fluent Spanish speakers to train AI voice models through remote, flexible freelance work. Responsibilities include participating in live Spanish conversations with AI, reviewing recorded conversations for adherence to guidelines, and scoring them on various dimensions. * Native or highly fluent Spanish speaker * Experience with improvisation, role-play, or unscripted performance * Customer-facing experience with unscripted conversations * Experience evaluating conversations, calls, or audio content Pay: $15-50/hr Apply via the Outlier.ai platform.

Outlier helps the world’s most innovative companies improve their AI models by providing human feedback. Are you an experienced Indonesian writer who would like to lend your expertise to train AI models? About the opportunity: • Outlier is looking for talented writers with fluency in Indonesian to help train generative artificial intelligence models • This freelance opportunity is remote and hours are flexible, so you can work whenever is best for you You may contribute your expertise by… • Writing a short story in Indonesian about a given topic • Assessing whether a piece of Indonesian text produced by an AI model is factually accurate Examples of desirable expertise: • Professional writing experience (copywriter, journalist, technical writer, editor, or college-level essay writing) • Enrollment in or completion of an undergraduate or graduate program in a humanities, STEM, or business field Payment: • Project work: Earn up to USD $7.50 per hour for core project work • Additional incentives: On average, Outlier Contributors earn an additional 7.5% on top of the core project rates through Missions — Outlier's version of surge pricing. The top quartile of contributors boost their earnings by an average of 11%. • Rates vary based on expertise, skills assessment, location, project need, and other factors. For example, higher rates may be offered to PhDs. For non-core work, such as during initial project onboarding or project overtime phases, lower rates apply. Additional incentives data is based on payments made in the past six months and is updated quarterly. Certain projects offer incentive payments. Please review the payment terms for each project. PLEASE NOTE: We collect, retain and use personal data for our professional business purposes, including notifying you of opportunities that may be of interest and sharing with our affiliates. We limit the personal data we collect to that which we believe is appropriate and necessary to manage applicants’ needs, provide our services, and comply with applicable laws. Any information we collect in connection with your application will be treated in accordance with the Outlier Privacy Policy and our internal policies and programs designed to protect personal data. This is a 1099 contract opportunity on the Outlier.ai platform. Because this is a freelance opportunity, we do not offer internships, sponsorship, or employment. You must be authorized to work in your country of residence. If you are an international student, you may be able to sign up for Outlier if you are on a visa. You should contact your tax and/or immigration advisor with specific questions regarding your circumstances.

Outlier helps the world’s most innovative companies improve their AI models by providing human feedback. Are you an experienced Vietnamese writer who would like to lend your expertise to train AI models? About the opportunity: • Outlier is looking for talented writers with fluency in Vietnamese to help train generative artificial intelligence models • This freelance opportunity is remote and hours are flexible, so you can work whenever is best for you You may contribute your expertise by… • Reading Vietnamese text in order to rank a series of responses that were produced by an AI model • Writing a short story in Vietnamese about a given topic • Assessing whether a piece of Vietnamese text produced by an AI model is factually accurate Examples of desirable expertise: • Experience as a professional translator • Professional writing experience (copywriter, journalist, technical writer, editor, etc.) • Enrollment in or completion of an undergraduate program in a humanities field or field related to writing • Enrollment in or completion of a graduate program related to creative writing Payment: • Project work: Earn up to USD $11 per hour for core project work • Additional incentives: On average, Outlier Contributors earn an additional 7.5% on top of the core project rates through Missions — Outlier's version of surge pricing. The top quartile of contributors boost their earnings by an average of 11%. • Rates vary based on expertise, skills assessment, location, project need, and other factors. For example, higher rates may be offered to PhDs. For non-core work, such as during initial project onboarding or project overtime phases, lower rates apply. Additional incentives data is based on payments made in the past six months and is updated quarterly. Certain projects offer incentive payments. Please review the payment terms for each project. PLEASE NOTE: We collect, retain and use personal data for our professional business purposes, including notifying you of opportunities that may be of interest and sharing with our affiliates. We limit the personal data we collect to that which we believe is appropriate and necessary to manage applicants’ needs, provide our services, and comply with applicable laws. Any information we collect in connection with your application will be treated in accordance with the Outlier Privacy Policy and our internal policies and programs designed to protect personal data. This is a 1099 contract opportunity on the Outlier.ai platform. Because this is a freelance opportunity, we do not offer internships, sponsorship, or employment. You must be authorized to work in your country of residence. If you are an international student, you may be able to sign up for Outlier if you are on a visa. You should contact your tax and/or immigration advisor with specific questions regarding your circumstances.

This remote, freelance role involves training generative AI models by providing human feedback on code quality, debugging, and software engineering best practices. You will create and answer technical questions, review AI-generated code in various languages, and analyze code for quality and adherence to standards. Key requirements: * Proficiency in at least two of: JavaScript, Python, Go, Java, TypeScript, or C++ * Professional experience with production-grade software repositories * Strong knowledge of Git and collaborative development workflows * Hands-on experience with code reviews, debugging, and code analysis * Excellent attention to detail and communication skills Pay rate: $15-50/hr (core project work up to $27.50/hr, with potential for additional incentives) To apply or get started, sign up on the Outlier.ai platform.

Outlier helps the world’s most innovative companies improve their AI models by providing human feedback. Are you an experienced Norwegian writer who would like to lend your expertise to train AI models? About the opportunity: • Outlier is looking for talented writers with fluency in Norwegian to help train generative artificial intelligence models • This freelance opportunity is remote and hours are flexible, so you can work whenever is best for you You may contribute your expertise by… • Reading Norwegian text in order to rank a series of responses that were produced by an AI model • Writing a short story in Norwegian about a given topic • Assessing whether a piece of Norwegian text produced by an AI model is factually accurate Examples of desirable expertise: • Professional Translator • Enrollment or completion of an undergraduate program in a STEM (science, technology, engineering, mathematics), professional writing, or law-focused field • Experience writing professionally (copywriter, journalist, technical writer, editor, etc.) Pay: • Project work: Earn up to USD $30 per hour for core project work • Additional incentives: On average, Outlier Contributors earn an additional 7.5% on top of the core project rates through Missions — Outlier's version of surge pricing. The top quartile of contributors boost their earnings by an average of 11%. • Rates vary based on expertise, skills assessment, location, project need, and other factors. For example, higher rates may be offered to PhDs. For non-core work, such as during initial project onboarding or project overtime phases, lower rates apply. Additional incentives data is based on payments made in the past six months and is updated quarterly. Certain projects offer incentive payments. Please review the payment terms for each project. PLEASE NOTE: We collect, retain and use personal data for our professional business purposes, including notifying you of opportunities that may be of interest and sharing with our affiliates. We limit the personal data we collect to that which we believe is appropriate and necessary to manage applicants’ needs, provide our services, and comply with applicable laws. Any information we collect in connection with your application will be treated in accordance with the Outlier Privacy Policy and our internal policies and programs designed to protect personal data. This is a 1099 contract opportunity on the Outlier.ai platform. Because this is a freelance opportunity, we do not offer internships, sponsorship, or employment. You must be authorized to work in your country of residence. If you are an international student, you may be able to sign up for Outlier if you are on a visa. You should contact your tax and/or immigration advisor with specific questions regarding your circumstances.

About Outlier Outlier is the world’s leading expert platform to improve AI models by providing expert human feedback. We partner with companies including Meta to enable advanced generative AI models to provide accurate responses and advanced reasoning capabilities. Outlier is seeking Mathematics experts to refine the logical reasoning and problem-solving capabilities of next-generation frontier models (including Meta’s latest releases). You won't just be "checking work"—you’ll be architecting the ground-truth data that teaches AI to think. • Synthesize high-complexity problem sets that push the limits of current LLM reasoning • Develop and answer Math-related questions to refine AI understanding • Evaluate and author complex reasoning traces to ensure models follow logical, step-by-step proofs • Assess and rank AI responses based on scientific rigor Required expertise and qualifications: • Education: Bachelor's degree or higher in Mathematics or a closely related field (can be currently enrolled) • LaTeX Proficiency for technical documentation and formula rendering • English Proficiency: Ability to read and write with minimal errors • Research Experience: Strong preference for candidates with peer-reviewed publications, patents, conference presentations, research grants, or industry R&D contributions Payment: • Base pay: Earn up to USD $50 per hour for core project work • Additional incentives: On average, Outlier Contributors earn an additional 7.5% on top of the core project rates through Missions — Outlier's version of surge pricing. The top quartile of contributors boost their earnings by an average of 11%. • Rates vary based on expertise, skills assessment, location, project need, and other factors. For example, higher rates may be offered to PhDs. Additional incentives data is based on payments made in the past six months and is updated quarterly. Please review the payment terms for each project. PLEASE NOTE: We collect, retain and use personal data for our professional business purposes, including notifying you of opportunities that may be of interest and sharing with our affiliates. We limit the personal data we collect to that which we believe is appropriate and necessary to manage applicants’ needs, provide our services, and comply with applicable laws. Any information we collect in connection with your application will be treated in accordance with the Outlier Privacy Policy and our internal policies and programs designed to protect personal data. This is a 1099 contract opportunity on the Outlier.ai platform. Because this is a freelance opportunity, we do not offer internships, sponsorship, or employment. You must be authorized to work in your country of residence. If you are an international student, you may be able to sign up for Outlier if you are on a visa. You should contact your tax and/or immigration advisor with specific questions regarding your circumstances.

Outlier seeks fluent Simplified Chinese speakers to provide human feedback for AI voice models. This remote, flexible freelance role involves participating in and evaluating AI conversations. Key requirements: * Native or highly fluent Simplified Chinese speaker * Comfortable with natural, everyday conversational speech * Experience with improvisation, role-play, or unscripted performance is desirable * Customer-facing or conversation evaluation experience is a plus Pay: $15-50/hr (core project work up to $20/hr, with potential for additional incentives up to 11% on top of core rates). Rates vary based on expertise and project. To apply, sign up on the Outlier.ai platform.

Outlier helps the world’s most innovative companies improve their AI models by providing human feedback. Are you an experienced Levantine Arabic writer who would like to lend your expertise to train AI models? About the opportunity: • Outlier is looking for talented writers with fluency in Levantine Arabic to help train generative artificial intelligence models • This freelance opportunity is remote and hours are flexible, so you can work whenever is best for you You may contribute your expertise by… • Read Levantine Arabic text in order to rank a series of responses that were produced by an AI model • Writing a short story in Levantine Arabic about a given topic • Assessing whether a piece of Levantine Arabic text produced by an AI model is factually accurate Examples of desirable expertise: • Experience as a professional translator • Professional writing experience (copywriter, journalist, technical writer, editor, etc.) • Enrollment in or completion of an undergraduate program in a humanities field or field related to writing • Enrollment in or completion of a graduate program related to creative writing Payment: • Project work: Earn up to USD $12.50 per hour for core project work • Additional incentives: On average, Outlier Contributors earn an additional 7.5% on top of the core project rates through Missions — Outlier's version of surge pricing. The top quartile of contributors boost their earnings by an average of 11%. • Rates vary based on expertise, skills assessment, location, project need, and other factors. For example, higher rates may be offered to PhDs. For non-core work, such as during initial project onboarding or project overtime phases, lower rates apply. Additional incentives data is based on payments made in the past six months and is updated quarterly. Certain projects offer incentive payments. Please review the payment terms for each project. PLEASE NOTE: We collect, retain and use personal data for our professional business purposes, including notifying you of opportunities that may be of interest and sharing with our affiliates. We limit the personal data we collect to that which we believe is appropriate and necessary to manage applicants’ needs, provide our services, and comply with applicable laws. Any information we collect in connection with your application will be treated in accordance with the Outlier Privacy Policy and our internal policies and programs designed to protect personal data. This is a 1099 contract opportunity on the Outlier.ai platform. Because this is a freelance opportunity, we do not offer internships, sponsorship, or employment. You must be authorized to work in your country of residence. If you are an international student, you may be able to sign up for Outlier if you are on a visa. You should contact your tax and/or immigration advisor with specific questions regarding your circumstances.

Outlier helps the world’s most innovative companies improve their AI models by providing human feedback. Are you an experienced Law expert who would like to lend your expertise to train AI models? About the opportunity: • Outlier is looking for talented Lawyers and Legal experts to help train generative artificial intelligence models • This freelance opportunity is remote and hours are flexible, so you can work whenever is best for you You may contribute your expertise by… • Assessing the factuality and relevance of domain-specific text produced by AI models • Crafting and answering questions related to the practice of Law • Evaluating and ranking domain-specific responses generated by AI models Examples of desirable expertise: • A Juris Doctorate (J.D.) or an equivalent degree in Law or Legal Studies • Experience working as a practicing lawyer or attorney • Ability to write clearly about concepts related to law in fluent English Payment: • Currently, pay rates for core project work by legal experts range from $35 to $75 per hour USD. • Rates vary based on expertise, skills assessment, location, project needs, and other factors. For example, higher rates may be offered to PhDs. For non-core work, such as during initial project onboarding or project overtime phases, lower rates may apply. Certain projects offer incentive payments. Please review the payment terms for each project.

Outlier helps the world’s most innovative companies improve their AI models by providing human feedback. Are you an experienced Japanese writer who would like to lend your expertise to train AI models? About the opportunity: • Outlier is looking for talented writers with fluency in Japanese to help train generative artificial intelligence models • This freelance opportunity is remote and hours are flexible, so you can work whenever is best for you You may contribute your expertise by… • Reading Japanese text in order to rank a series of responses that were produced by an AI model • Writing a short story in Japanese about a given topic • Assessing whether a piece of Japanese text produced by an AI model is factually accurate Examples of desirable expertise: • Experience as a professional translator • Professional writing experience (copywriter, journalist, technical writer, editor, etc.) • Enrollment in or completion of an undergraduate program in a humanities field or field related to writing • Enrollment in or completion of a graduate program related to creative writing Payment: • Project work: Earn up to USD $31 per hour for core project work • Additional incentives: On average, Outlier Contributors earn an additional 7.5% on top of the core project rates through Missions — Outlier's version of surge pricing. The top quartile of contributors boost their earnings by an average of 11%. • Rates vary based on expertise, skills assessment, location, project need, and other factors. For example, higher rates may be offered to PhDs. For non-core work, such as during initial project onboarding or project overtime phases, lower rates apply. Additional incentives data is based on payments made in the past six months and is updated quarterly. Certain projects offer incentive payments. Please review the payment terms for each project. PLEASE NOTE: We collect, retain and use personal data for our professional business purposes, including notifying you of opportunities that may be of interest and sharing with our affiliates. We limit the personal data we collect to that which we believe is appropriate and necessary to manage applicants’ needs, provide our services, and comply with applicable laws. Any information we collect in connection with your application will be treated in accordance with the Outlier Privacy Policy and our internal policies and programs designed to protect personal data. This is a 1099 contract opportunity on the Outlier.ai platform. Because this is a freelance opportunity, we do not offer internships, sponsorship, or employment. You must be authorized to work in your country of residence. If you are an international student, you may be able to sign up for Outlier if you are on a visa. You should contact your tax and/or immigration advisor with specific questions regarding your circumstances.

Outlier helps the world’s most innovative companies improve their AI models by providing human feedback. Are you an experienced Hebrew writer who would like to lend your expertise to train AI models? About the opportunity: • Outlier is looking for talented writers with fluency in Hebrew to help train generative artificial intelligence models • This freelance opportunity is remote and hours are flexible, so you can work whenever is best for you You may contribute your expertise by… • Reading Hebrew text in order to rank a series of responses that were produced by an AI model • Writing a short story in Hebrew about a given topic • Assessing whether a piece of Hebrew text produced by an AI model is factually accurate Examples of desirable expertise: • Experience as a professional translator • Professional writing experience (copywriter, journalist, technical writer, editor, etc.) • Enrollment in or completion of an undergraduate program in a humanities field or field related to writing • Enrollment in or completion of a graduate program related to creative writing Payment: • Project work: Earn up to USD $22.50 per hour for core project work • Additional incentives: On average, Outlier Contributors earn an additional 7.5% on top of the core project rates through Missions — Outlier's version of surge pricing. The top quartile of contributors boost their earnings by an average of 11%. • Rates vary based on expertise, skills assessment, location, project need, and other factors. For example, higher rates may be offered to PhDs. For non-core work, such as during initial project onboarding or project overtime phases, lower rates apply. Additional incentives data is based on payments made in the past six months and is updated quarterly. Certain projects offer incentive payments. Please review the payment terms for each project. PLEASE NOTE: We collect, retain and use personal data for our professional business purposes, including notifying you of opportunities that may be of interest and sharing with our affiliates. We limit the personal data we collect to that which we believe is appropriate and necessary to manage applicants’ needs, provide our services, and comply with applicable laws. Any information we collect in connection with your application will be treated in accordance with the Outlier Privacy Policy and our internal policies and programs designed to protect personal data. This is a 1099 contract opportunity on the Outlier.ai platform. Because this is a freelance opportunity, we do not offer internships, sponsorship, or employment. You must be authorized to work in your country of residence. If you are an international student, you may be able to sign up for Outlier if you are on a visa. You should contact your tax and/or immigration advisor with specific questions regarding your circumstances.

Outlier helps the world’s most innovative companies improve their AI models by providing human feedback. Are you an experienced Finnish writer who would like to lend your expertise to train AI models? Please note: We do not sponsor work visas as part of this role About the opportunity: • Outlier is looking for talented writers with fluency in Finnish to help train generative artificial intelligence models • This freelance opportunity is remote and hours are flexible, so you can work whenever is best for you. • Your earnings from ongoing projects are sent out weekly. You may contribute your expertise by… • Reading Finnish text in order to rank a series of responses that were produced by an AI model • Writing a short story in Finnish about a given topic • Assessing whether a piece of Finnish text produced by an AI model is factually accurate Examples of desirable expertise: • Professional Translator • Enrollment or completion of an undergraduate program in a STEM (science, technology, engineering, mathematics), professional writing, or law-focused field • Experience writing professionally (copywriter, journalist, technical writer, editor, etc.) Payment & Duration: • Project work: Earn up to USD $30 per hour for core project work • Additional incentives: On average, Outlier Contributors earn an additional 7.5% on top of the core project rates through Missions — Outlier's version of surge pricing. The top quartile of contributors boost their earnings by an average of 11%. • Rates vary based on expertise, skills assessment, location, project need, and other factors. For example, higher rates may be offered to PhDs. For non-core work, such as during initial project onboarding or project overtime phases, lower rates apply. Additional incentives data is based on payments made in the past six months and is updated quarterly. Certain projects offer incentive payments. Please review the payment terms for each project. PLEASE NOTE: We collect, retain and use personal data for our professional business purposes, including notifying you of opportunities that may be of interest and sharing with our affiliates. We limit the personal data we collect to that which we believe is appropriate and necessary to manage applicants’ needs, provide our services, and comply with applicable laws. Any information we collect in connection with your application will be treated in accordance with the Outlier Privacy Policy and our internal policies and programs designed to protect personal data. This is a 1099 contract opportunity on the Outlier.ai platform. Because this is a freelance opportunity, we do not offer internships, sponsorship, or employment. You must be authorized to work in your country of residence. If you are an international student, you may be able to sign up for Outlier if you are on a visa. You should contact your tax and/or immigration advisor with specific questions regarding your circumstances.

Outlier helps the world’s most innovative companies improve their AI models by providing human feedback. Are you an experienced Traditional Chinese writer who would like to lend your expertise to train AI models? About the opportunity: • Outlier is looking for talented writers with fluency in Traditional Chinese to help train generative artificial intelligence models • This freelance opportunity is remote and hours are flexible, so you can work whenever is best for you You may contribute your expertise by… • Reading Traditional Chinese text in order to rank a series of responses that were produced by an AI model • Writing a short story in Traditional Chinese about a given topic • Assessing whether a piece of Traditional Chinese text produced by an AI model is factually accurate Examples of desirable expertise: • Experience as a professional translator • Professional writing experience (copywriter, journalist, technical writer, editor, etc.) • Enrollment in or completion of an undergraduate program in a humanities field or field related to writing • Enrollment in or completion of a graduate program related to creative writing Payment: • Project work: Earn up to USD $20 per hour for core project work • Additional incentives: On average, Outlier Contributors earn an additional 7.5% on top of the core project rates through Missions — Outlier's version of surge pricing. The top quartile of contributors boost their earnings by an average of 11%. • Rates vary based on expertise, skills assessment, location, project need, and other factors. For example, higher rates may be offered to PhDs. For non-core work, such as during initial project onboarding or project overtime phases, lower rates apply. Additional incentives data is based on payments made in the past six months and is updated quarterly. Certain projects offer incentive payments. Please review the payment terms for each project. PLEASE NOTE: We collect, retain and use personal data for our professional business purposes, including notifying you of opportunities that may be of interest and sharing with our affiliates. We limit the personal data we collect to that which we believe is appropriate and necessary to manage applicants’ needs, provide our services, and comply with applicable laws. Any information we collect in connection with your application will be treated in accordance with the Outlier Privacy Policy and our internal policies and programs designed to protect personal data. This is a 1099 contract opportunity on the Outlier.ai platform. Because this is a freelance opportunity, we do not offer internships, sponsorship, or employment. You must be authorized to work in your country of residence. If you are an international student, you may be able to sign up for Outlier if you are on a visa. You should contact your tax and/or immigration advisor with specific questions regarding your circumstances.

Outlier helps the world’s most innovative companies improve their AI models by providing human feedback. Are you an experienced Bulgarian writer who would like to lend your expertise to train AI models? About the opportunity: • Outlier is looking for talented writers with fluency in Bulgarian to help train generative artificial intelligence models • This freelance opportunity is remote and hours are flexible, so you can work whenever is best for you You may contribute your expertise by… • Reading Bulgarian text in order to rank a series of responses that were produced by an AI model • Writing a short story in Bulgarian about a given topic • Assessing whether a piece of Bulgarian text produced by an AI model is factually accurate Examples of desirable expertise: • Experience as a professional translator • Professional writing experience (copywriter, journalist, technical writer, editor, etc.) • Enrollment in or completion of an undergraduate program in a humanities field or field related to writing • Enrollment in or completion of a graduate program related to creative writing Payment: • Project work: Earn up to USD $7.50 per hour for core project work • Additional incentives: On average, Outlier Contributors earn an additional 7.5% on top of the core project rates through Missions — Outlier's version of surge pricing. The top quartile of contributors boost their earnings by an average of 11%. • Rates vary based on expertise, skills assessment, location, project need, and other factors. For example, higher rates may be offered to PhDs. For non-core work, such as during initial project onboarding or project overtime phases, lower rates apply. Additional incentives data is based on payments made in the past six months and is updated quarterly. Certain projects offer incentive payments. Please review the payment terms for each project. PLEASE NOTE: We collect, retain and use personal data for our professional business purposes, including notifying you of opportunities that may be of interest and sharing with our affiliates. We limit the personal data we collect to that which we believe is appropriate and necessary to manage applicants’ needs, provide our services, and comply with applicable laws. Any information we collect in connection with your application will be treated in accordance with the Outlier Privacy Policy and our internal policies and programs designed to protect personal data. This is a 1099 contract opportunity on the Outlier.ai platform. Because this is a freelance opportunity, we do not offer internships, sponsorship, or employment. You must be authorized to work in your country of residence. If you are an international student, you may be able to sign up for Outlier if you are on a visa. You should contact your tax and/or immigration advisor with specific questions regarding your circumstances.

This role involves contributing to AI training by recording video and audio clips in Swedish, focusing on vocal expression and emotional range. You will help AI better understand human tone and intent through various tasks, potentially including acting short scripts. Key Requirements: * Native fluency in Swedish * Strong vocal expression and emotional range * Quiet, distraction-free recording environment * 1080P camera with video capabilities Pay: $15-50/hr To apply, sign up on the Outlier.ai platform.

This role involves contributing to AI training by recording video and audio clips in Simplified Chinese, focusing on vocal expression and emotional range. You will help AI better understand human tone and intent through various tasks, including acting short scripts. Key requirements: * Native fluency in Simplified Chinese * Strong vocal expression and emotional range * Quiet, distraction-free recording environment * 1080P camera with video capabilities Pay rate: $15-50/hr (with potential for additional incentives up to 7.5% on average) To apply, sign up on the Outlier.ai platform.