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Opportunities
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Opportunities
40.000
Experts
40.000
Experts
$100M
Paid out
$100M
Paid out
3.4M
Assignments
3.4M
Assignments
Shape the Next Generation of Ai
Shape the Next Generation of Ai
with your Expertise
with your Expertise
with your Expertise
Get paid training cutting-edge AI on your own schedule
Get paid training cutting-edge AI on your own schedule
View Opportunities
View Opportunities
Share your expertise and get paid working where and when you want
Share your expertise and get paid working where and when you want
Response A
Response A
Select the best response
Select the best response from the options.
Share your knowledge
You're the expert. Share your expertise and help make AI more human.
Response A
Response A
Select the best response
Select the best response from the options.
Share your knowledge
You're the expert. Share your expertise and help make AI more human.
Team Dolphin
Team Alpha
Team Delta
Connect with fellow experts
Join our community to work alongside like-minded experts in your domain.
Team Dolphin
Team Alpha
Team Delta
Connect with fellow experts
Join our community to work alongside like-minded experts in your domain.
My earnings
$2,583.55
Paid
$1,572.25
Paid
$1,433.00
Paid
Get paid on your terms
Earn competitive pay while working where and when you want.
My earnings
$2,583.55
Paid
$1,572.25
Paid
$1,433.00
Paid
Get paid on your terms
Earn competitive pay while working where and when you want.
Join a community of innovators
Join a community of innovators
Our AI trainers come from all backgrounds and have expertise in everything from organic chemistry to creative writing.
Our AI trainers come from all backgrounds and have expertise in everything from organic chemistry to creative writing.
View Opportunities
View Opportunities
Generalist
Learn more
Math
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Chemistry
Learn more
Law
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History
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Coding
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Data Science
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And 30+ other expert domains
Discover
Generalist
Learn more
Math
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Chemistry
Learn more
Law
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History
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Coding
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Data Science
Learn more
And 30+ other expert domains
Discover
Building great AI is a craft
Building great AI is a craft
AI training is never boring. Create your account and try a sample task in your area of expertise
Select the best response
Select the best response from the options.
Response A
Response B
Score your selection
1
2
3
Rating & ranking
Rating or ranking assignments ask contributors to identify the best model responses out of two or more options until the content is high quality enough to be accepted in a review process. Contributors may also be asked to justify their selection in relation to specifc criteria or factors.
Write a prompt
Write a prompt that you would like the model to respond to
Editor
Diff view
Preview
Edit model response
Save edits
Open rewrite
With an Open Rewrite assignment, experts provide a starting point or a specific context for an Al model to expand upon. These prompts can vary widely depending on the desired output and the task at hand. Writing prompts can be simple sentences, questions, or descriptions meant to elicit a response from the Al model.
Write a prompt related to an image
Can you help identify what's going on in this image?
Editor
Diff view
Preview
Caption
Multi-modal
Multi-modal assignments help train models generate and classify information from multiple modalities, including images, audio, or video. For example, experts might train the model to generate a story or a description based on visual content.
Select the best response
Select the best response from the options.
Response A
Response B
Score your selection
1
2
3
Rating & ranking
Rating or ranking assignments ask contributors to identify the best model responses out of two or more options until the content is high quality enough to be accepted in a review process. Contributors may also be asked to justify their selection in relation to specifc criteria or factors.
Write a prompt
Write a prompt that you would like the model to respond to
Editor
Diff view
Preview
Edit model response
Save edits
Open rewrite
With an Open Rewrite assignment, experts provide a starting point or a specific context for an Al model to expand upon. These prompts can vary widely depending on the desired output and the task at hand. Writing prompts can be simple sentences, questions, or descriptions meant to elicit a response from the Al model.
Write a prompt related to an image
Can you help identify what's going on in this image?
Editor
Diff view
Preview
Caption
Multi-modal
Multi-modal assignments help train models generate and classify information from multiple modalities, including images, audio, or video. For example, experts might train the model to generate a story or a description based on visual content.
Select the best response
Select the best response from the options.
Response A
Response B
Score your selection
1
2
3
Rating & ranking
Rating or ranking assignments ask contributors to identify the best model responses out of two or more options until the content is high quality enough to be accepted in a review process. Contributors may also be asked to justify their selection in relation to specifc criteria or factors.
Write a prompt
Write a prompt that you would like the model to respond to
Editor
Diff view
Preview
Edit model response
Save edits
Open rewrite
With an Open Rewrite assignment, experts provide a starting point or a specific context for an Al model to expand upon. These prompts can vary widely depending on the desired output and the task at hand. Writing prompts can be simple sentences, questions, or descriptions meant to elicit a response from the Al model.
Write a prompt related to an image
Can you help identify what's going on in this image?
Editor
Diff view
Preview
Caption
Multi-modal
Multi-modal assignments help train models generate and classify information from multiple modalities, including images, audio, or video. For example, experts might train the model to generate a story or a description based on visual content.
Select the best response
Select the best response from the options.
Response A
Response B
Score your selection
1
2
3
Rating & ranking
Rating or ranking assignments ask contributors to identify the best model responses out of two or more options until the content is high quality enough to be accepted in a review process. Contributors may also be asked to justify their selection in relation to specifc criteria or factors.
Write a prompt
Write a prompt that you would like the model to respond to
Editor
Diff view
Preview
Edit model response
Save edits
Open rewrite
With an Open Rewrite assignment, experts provide a starting point or a specific context for an Al model to expand upon. These prompts can vary widely depending on the desired output and the task at hand. Writing prompts can be simple sentences, questions, or descriptions meant to elicit a response from the Al model.
Write a prompt related to an image
Can you help identify what's going on in this image?
Editor
Diff view
Preview
Caption
Multi-modal
Multi-modal assignments help train models generate and classify information from multiple modalities, including images, audio, or video. For example, experts might train the model to generate a story or a description based on visual content.
Select the best response
Select the best response from the options.
Response A
Response B
Score your selection
1
2
3
Rating & ranking
Rating or ranking assignments ask contributors to identify the best model responses out of two or more options until the content is high quality enough to be accepted in a review process. Contributors may also be asked to justify their selection in relation to specifc criteria or factors.
Write a prompt
Write a prompt that you would like the model to respond to
Editor
Diff view
Preview
Edit model response
Save edits
Open rewrite
With an Open Rewrite assignment, experts provide a starting point or a specific context for an Al model to expand upon. These prompts can vary widely depending on the desired output and the task at hand. Writing prompts can be simple sentences, questions, or descriptions meant to elicit a response from the Al model.
Write a prompt related to an image
Can you help identify what's going on in this image?
Editor
Diff view
Preview
Caption
Multi-modal
Multi-modal assignments help train models generate and classify information from multiple modalities, including images, audio, or video. For example, experts might train the model to generate a story or a description based on visual content.
Select the best response
Select the best response from the options.
Response A
Response B
Score your selection
1
2
3
Rating & ranking
Rating or ranking assignments ask contributors to identify the best model responses out of two or more options until the content is high quality enough to be accepted in a review process. Contributors may also be asked to justify their selection in relation to specifc criteria or factors.
Write a prompt
Write a prompt that you would like the model to respond to
Editor
Diff view
Preview
Edit model response
Save edits
Open rewrite
With an Open Rewrite assignment, experts provide a starting point or a specific context for an Al model to expand upon. These prompts can vary widely depending on the desired output and the task at hand. Writing prompts can be simple sentences, questions, or descriptions meant to elicit a response from the Al model.
Write a prompt related to an image
Can you help identify what's going on in this image?
Editor
Diff view
Preview
Caption
Multi-modal
Multi-modal assignments help train models generate and classify information from multiple modalities, including images, audio, or video. For example, experts might train the model to generate a story or a description based on visual content.
Select the best response
Select the best response from the options.
Response A
Response B
Score your selection
1
2
3
Rating & ranking
Rating or ranking assignments ask contributors to identify the best model responses out of two or more options until the content is high quality enough to be accepted in a review process. Contributors may also be asked to justify their selection in relation to specifc criteria or factors.
Write a prompt
Write a prompt that you would like the model to respond to
Editor
Diff view
Preview
Edit model response
Save edits
Open rewrite
With an Open Rewrite assignment, experts provide a starting point or a specific context for an Al model to expand upon. These prompts can vary widely depending on the desired output and the task at hand. Writing prompts can be simple sentences, questions, or descriptions meant to elicit a response from the Al model.
Write a prompt related to an image
Can you help identify what's going on in this image?
Editor
Diff view
Preview
Caption
Multi-modal
Multi-modal assignments help train models generate and classify information from multiple modalities, including images, audio, or video. For example, experts might train the model to generate a story or a description based on visual content.
Select the best response
Select the best response from the options.
Response A
Response B
Score your selection
1
2
3
Rating & ranking
Rating or ranking assignments ask contributors to identify the best model responses out of two or more options until the content is high quality enough to be accepted in a review process. Contributors may also be asked to justify their selection in relation to specifc criteria or factors.
Write a prompt
Write a prompt that you would like the model to respond to
Editor
Diff view
Preview
Edit model response
Save edits
Open rewrite
With an Open Rewrite assignment, experts provide a starting point or a specific context for an Al model to expand upon. These prompts can vary widely depending on the desired output and the task at hand. Writing prompts can be simple sentences, questions, or descriptions meant to elicit a response from the Al model.
Write a prompt related to an image
Can you help identify what's going on in this image?
Editor
Diff view
Preview
Caption
Multi-modal
Multi-modal assignments help train models generate and classify information from multiple modalities, including images, audio, or video. For example, experts might train the model to generate a story or a description based on visual content.
Select the best response
Select the best response from the options.
Response A
Response B
Score your selection
1
2
3
Rating & ranking
Rating or ranking assignments ask contributors to identify the best model responses out of two or more options until the content is high quality enough to be accepted in a review process. Contributors may also be asked to justify their selection in relation to specifc criteria or factors.
Write a prompt
Write a prompt that you would like the model to respond to
Editor
Diff view
Preview
Edit model response
Save edits
Open rewrite
With an Open Rewrite assignment, experts provide a starting point or a specific context for an Al model to expand upon. These prompts can vary widely depending on the desired output and the task at hand. Writing prompts can be simple sentences, questions, or descriptions meant to elicit a response from the Al model.
Write a prompt related to an image
Can you help identify what's going on in this image?
Editor
Diff view
Preview
Caption
Multi-modal
Multi-modal assignments help train models generate and classify information from multiple modalities, including images, audio, or video. For example, experts might train the model to generate a story or a description based on visual content.
Meet some of the experts
Meet some of the experts
Experts help at developing safe and beneficial AI across multiple disciplines
Martin M.
History
The flexibility is absolutely amazing and I really enjoy it. It was a blessing having this kind of freedom for the first time.
Gabriela S.
Psychology & Education
As an educator, you have to take an individual approach with each student. Training AI is engaging for me because I'm using that same creativity.
Daliah B.
German
The work itself is fun. I'm learning about such a broad variety of topics because every time you see a task, you learn something new. I just learned some cool Swiss recipes for apple fritters.
Hamed H.
Arabic
I can work anytime from anywhere. After only one month, I made around $2,000 from working on projects.
Scott O.
Generalist
I've worked on other platforms, but there is absolutely no support available. At Outlier, you're really getting into an online community.
Casey R.
Generalist
Working remotely has given me the ability to strike the perfect balance between nurturing my family and pursuing professional goals.
Martin M.
History
The flexibility is absolutely amazing and I really enjoy it. It was a blessing having this kind of freedom for the first time.
Gabriela S.
Psychology & Education
As an educator, you have to take an individual approach with each student. Training AI is engaging for me because I'm using that same creativity.
Daliah B.
German
The work itself is fun. I'm learning about such a broad variety of topics because every time you see a task, you learn something new. I just learned some cool Swiss recipes for apple fritters.
Hamed H.
Arabic
I can work anytime from anywhere. After only one month, I made around $2,000 from working on projects.
Scott O.
Generalist
I've worked on other platforms, but there is absolutely no support available. At Outlier, you're really getting into an online community.
Casey R.
Generalist
Working remotely has given me the ability to strike the perfect balance between nurturing my family and pursuing professional goals.
FAQs
About Outlier
So what is Outlier? Outlier is a platform that connects subject matter experts to help build the world's most advanced Generative Al.
You will work on a variety of projects from generating training data in your discipline to advance these models to evaluating performance of models.
Getting Started
What does the onboarding process look like?
During onboarding, you will be added to a Squad of like- minded contributors, led by an experienced squad lead. The squad lead will help you onboard and learn about how to successfully contribute to a range of projects.
Each domain's onboarding process looks a little different. Most require you to submit a resume and pass a screening exam to demonstrate your competence in the topic area. Some may require a virtual interview as well.
Will I get paid for the onboarding process?
You will be compensated when you successfully complete the onboarding process. Compensation may vary depending on the domain area. Please review the details in the job description for specifics.
How long does the onboarding take?
Completing the onboarding modules and the assessment usually takes between 1 and 5 hours. Once you have completed the final assessment, you may have to wait for review, but can expect < 48 hour turnaround to get any feedback that is required.
What is the purpose of Outlier's onboarding?
The purpose of our onboarding programs is to equip you with the skills and knowledge to succeed on projects. Training Al models is a very unique process and can take some time to get used to. We want to ensure that you know what to expect before projects and have an understanding of the type of work you may see on Outlier.
Qualifications
What qualifications do I need?
Candidates should have deep expertise in the domains of focus that they are applying for. Our job descriptions will have more specific details on what would be expected in each domain, but we encourage you to submit your application.
• Minimum qualifications are usually junior and seniors in undergraduate programs of the domain.
• Preferred qualifications are graduate students, masters, and PhD holders of the domain.
We also expect all candidates to have a strong understanding of written English and clear communication skills. Passion and commitment to be part of an exciting journey to help build the next generation of Generative Als.
What is your selection process? How are resumes evaluated?
We evaluate your resume and identify if you meet the minimum qualifications for a domain and associated pay rate. These qualifications are listed in any given job description.
Can I bring some friends too?
Of course! We want to give everyone the opportunity to build together the new generation of Al models. Everyone is more than welcome to apply.
To refer candidates within your domain of expertise who are good fits for your project, please contact your team lead.
Pay
How much will I be paid?
Competitive rates are set based on the domain of focus and your qualifications.
How will I be paid?
You will be paid out weekly via your preferred option between PayPal and AirTM.
Are there opportunities to earn more?
Some domains may offer rewards for completing onboarding programs, or higher rates for superior performance!
Hours
How much time should I expect to work?
Outlier is very flexible! We have some contributors working ~5- 10 hrs/week and some who work 40 hrs/week as their schedule allows.
You will earn based on how many hours you contribute throughout the week, which is up to you as there is no minimum or maximum amount of hours that need to be worked.
Can I do this work in addition to another part-time or full-time opportunity?
Absolutely! Contributors are independent contractors who can choose how many hours they want to work a week.
How long will this opportunity last?
Our projects have varying lengths, depending on the need of the Al models you'd be working on. After completing a project, our contributors will have the opportunity to work on additional projects.
Check out all
Join us in making a lasting impact on AI
View Opportunities
Terms of use
Privacy Policy
Cookies Policy
Community Guidelines
Working location policy
Data Processing Addendum
© 2025 Smart Ecosystems. All rights reserved.
FAQs
About Outlier
So what is Outlier? Outlier is a platform that connects subject matter experts to help build the world's most advanced Generative Al.
You will work on a variety of projects from generating training data in your discipline to advance these models to evaluating performance of models.
Getting Started
What does the onboarding process look like?
During onboarding, you will be added to a Squad of like- minded contributors, led by an experienced squad lead. The squad lead will help you onboard and learn about how to successfully contribute to a range of projects.
Each domain's onboarding process looks a little different. Most require you to submit a resume and pass a screening exam to demonstrate your competence in the topic area. Some may require a virtual interview as well.
Will I get paid for the onboarding process?
You will be compensated when you successfully complete the onboarding process. Compensation may vary depending on the domain area. Please review the details in the job description for specifics.
How long does the onboarding take?
Completing the onboarding modules and the assessment usually takes between 1 and 5 hours. Once you have completed the final assessment, you may have to wait for review, but can expect < 48 hour turnaround to get any feedback that is required.
What is the purpose of Outlier's onboarding?
The purpose of our onboarding programs is to equip you with the skills and knowledge to succeed on projects. Training Al models is a very unique process and can take some time to get used to. We want to ensure that you know what to expect before projects and have an understanding of the type of work you may see on Outlier.
Qualifications
What qualifications do I need?
Candidates should have deep expertise in the domains of focus that they are applying for. Our job descriptions will have more specific details on what would be expected in each domain, but we encourage you to submit your application.
• Minimum qualifications are usually junior and seniors in undergraduate programs of the domain.
• Preferred qualifications are graduate students, masters, and PhD holders of the domain.
We also expect all candidates to have a strong understanding of written English and clear communication skills. Passion and commitment to be part of an exciting journey to help build the next generation of Generative Als.
What is your selection process? How are resumes evaluated?
We evaluate your resume and identify if you meet the minimum qualifications for a domain and associated pay rate. These qualifications are listed in any given job description.
Can I bring some friends too?
Of course! We want to give everyone the opportunity to build together the new generation of Al models. Everyone is more than welcome to apply.
To refer candidates within your domain of expertise who are good fits for your project, please contact your team lead.
Pay
How much will I be paid?
Competitive rates are set based on the domain of focus and your qualifications.
How will I be paid?
You will be paid out weekly via your preferred option between PayPal and AirTM.
Are there opportunities to earn more?
Some domains may offer rewards for completing onboarding programs, or higher rates for superior performance!
Hours
How much time should I expect to work?
Outlier is very flexible! We have some contributors working ~5- 10 hrs/week and some who work 40 hrs/week as their schedule allows.
You will earn based on how many hours you contribute throughout the week, which is up to you as there is no minimum or maximum amount of hours that need to be worked.
Can I do this work in addition to another part-time or full-time opportunity?
Absolutely! Contributors are independent contractors who can choose how many hours they want to work a week.
How long will this opportunity last?
Our projects have varying lengths, depending on the need of the Al models you'd be working on. After completing a project, our contributors will have the opportunity to work on additional projects.
Check out all
Join us in making a lasting impact on AI
View Opportunities
Terms of use
Privacy Policy
Cookies Policy
Community Guidelines
Working location policy
Data Processing Addendum
© 2025 Smart Ecosystems. All rights reserved.
FAQs
About Outlier
So what is Outlier? Outlier is a platform that connects subject matter experts to help build the world's most advanced Generative Al.
You will work on a variety of projects from generating training data in your discipline to advance these models to evaluating performance of models.
Getting Started
What does the onboarding process look like?
During onboarding, you will be added to a Squad of like- minded contributors, led by an experienced squad lead. The squad lead will help you onboard and learn about how to successfully contribute to a range of projects.
Each domain's onboarding process looks a little different. Most require you to submit a resume and pass a screening exam to demonstrate your competence in the topic area. Some may require a virtual interview as well.
Will I get paid for the onboarding process?
You will be compensated when you successfully complete the onboarding process. Compensation may vary depending on the domain area. Please review the details in the job description for specifics.
How long does the onboarding take?
Completing the onboarding modules and the assessment usually takes between 1 and 5 hours. Once you have completed the final assessment, you may have to wait for review, but can expect < 48 hour turnaround to get any feedback that is required.
What is the purpose of Outlier's onboarding?
The purpose of our onboarding programs is to equip you with the skills and knowledge to succeed on projects. Training Al models is a very unique process and can take some time to get used to. We want to ensure that you know what to expect before projects and have an understanding of the type of work you may see on Outlier.
Qualifications
What qualifications do I need?
Candidates should have deep expertise in the domains of focus that they are applying for. Our job descriptions will have more specific details on what would be expected in each domain, but we encourage you to submit your application.
• Minimum qualifications are usually junior and seniors in undergraduate programs of the domain.
• Preferred qualifications are graduate students, masters, and PhD holders of the domain.
We also expect all candidates to have a strong understanding of written English and clear communication skills. Passion and commitment to be part of an exciting journey to help build the next generation of Generative Als.
What is your selection process? How are resumes evaluated?
We evaluate your resume and identify if you meet the minimum qualifications for a domain and associated pay rate. These qualifications are listed in any given job description.
Can I bring some friends too?
Of course! We want to give everyone the opportunity to build together the new generation of Al models. Everyone is more than welcome to apply.
To refer candidates within your domain of expertise who are good fits for your project, please contact your team lead.
Pay
How much will I be paid?
Competitive rates are set based on the domain of focus and your qualifications.
How will I be paid?
You will be paid out weekly via your preferred option between PayPal and AirTM.
Are there opportunities to earn more?
Some domains may offer rewards for completing onboarding programs, or higher rates for superior performance!
Hours
How much time should I expect to work?
Outlier is very flexible! We have some contributors working ~5- 10 hrs/week and some who work 40 hrs/week as their schedule allows.
You will earn based on how many hours you contribute throughout the week, which is up to you as there is no minimum or maximum amount of hours that need to be worked.
Can I do this work in addition to another part-time or full-time opportunity?
Absolutely! Contributors are independent contractors who can choose how many hours they want to work a week.
How long will this opportunity last?
Our projects have varying lengths, depending on the need of the Al models you'd be working on. After completing a project, our contributors will have the opportunity to work on additional projects.
Check out all
Join us in making a lasting impact on AI
View Opportunities
Terms of use
Privacy Policy
Cookies Policy
Community Guidelines
Working location policy
Data Processing Addendum
© 2025 Smart Ecosystems. All rights reserved.
FAQs
About Outlier
So what is Outlier? Outlier is a platform that connects subject matter experts to help build the world's most advanced Generative Al.
You will work on a variety of projects from generating training data in your discipline to advance these models to evaluating performance of models.
Getting Started
What does the onboarding process look like?
During onboarding, you will be added to a Squad of like- minded contributors, led by an experienced squad lead. The squad lead will help you onboard and learn about how to successfully contribute to a range of projects.
Each domain's onboarding process looks a little different. Most require you to submit a resume and pass a screening exam to demonstrate your competence in the topic area. Some may require a virtual interview as well.
Will I get paid for the onboarding process?
You will be compensated when you successfully complete the onboarding process. Compensation may vary depending on the domain area. Please review the details in the job description for specifics.
How long does the onboarding take?
Completing the onboarding modules and the assessment usually takes between 1 and 5 hours. Once you have completed the final assessment, you may have to wait for review, but can expect < 48 hour turnaround to get any feedback that is required.
What is the purpose of Outlier's onboarding?
The purpose of our onboarding programs is to equip you with the skills and knowledge to succeed on projects. Training Al models is a very unique process and can take some time to get used to. We want to ensure that you know what to expect before projects and have an understanding of the type of work you may see on Outlier.
Qualifications
What qualifications do I need?
Candidates should have deep expertise in the domains of focus that they are applying for. Our job descriptions will have more specific details on what would be expected in each domain, but we encourage you to submit your application.
• Minimum qualifications are usually junior and seniors in undergraduate programs of the domain.
• Preferred qualifications are graduate students, masters, and PhD holders of the domain.
We also expect all candidates to have a strong understanding of written English and clear communication skills. Passion and commitment to be part of an exciting journey to help build the next generation of Generative Als.
What is your selection process? How are resumes evaluated?
We evaluate your resume and identify if you meet the minimum qualifications for a domain and associated pay rate. These qualifications are listed in any given job description.
Can I bring some friends too?
Of course! We want to give everyone the opportunity to build together the new generation of Al models. Everyone is more than welcome to apply.
To refer candidates within your domain of expertise who are good fits for your project, please contact your team lead.
Pay
How much will I be paid?
Competitive rates are set based on the domain of focus and your qualifications.
How will I be paid?
You will be paid out weekly via your preferred option between PayPal and AirTM.
Are there opportunities to earn more?
Some domains may offer rewards for completing onboarding programs, or higher rates for superior performance!
Hours
How much time should I expect to work?
Outlier is very flexible! We have some contributors working ~5- 10 hrs/week and some who work 40 hrs/week as their schedule allows.
You will earn based on how many hours you contribute throughout the week, which is up to you as there is no minimum or maximum amount of hours that need to be worked.
Can I do this work in addition to another part-time or full-time opportunity?
Absolutely! Contributors are independent contractors who can choose how many hours they want to work a week.
How long will this opportunity last?
Our projects have varying lengths, depending on the need of the Al models you'd be working on. After completing a project, our contributors will have the opportunity to work on additional projects.
Join us in making a lasting impact on AI
View Opportunities
Check out all
Terms of use
Privacy Policy
Cookies Policy
Community Guidelines
Working location policy
Data Processing Addendum
© 2025 Smart Ecosystems. All rights reserved.
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