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Category
Labels and annotates video content to train and improve AI/ML models.
Solves coding puzzles and algorithmic problems to train AI models on reasoning and debugging tasks.
Professional Photoshop artist completes creative editing tasks while recording sessions to build an AI training dataset of real production work.
Headquarters: Remote
URL: https://www.toptal.com/
Our client is building an open dataset of real, professional Photoshop work, published on HuggingFace under CC-BY-4.0, to evaluate how well AI systems understand creative editing. Not synthetic tasks. Not staged demos. Actual production work, done the way you already do it.
We're looking for working Photoshop artists across six disciplines to complete client-style briefs while a screen recorder captures the session. You work from a brief, you open Photoshop, you do the job. Each task runs roughly 1–3 hours.
Your process is the product here. The layer decisions, the masking approach, the moment you undo three steps and take a different route - that's exactly the signal this dataset is built to capture. If you've ever thought AI evaluation of creative work is shallow because the people building it have never actually retouched a beauty shot or built a matte painting, this is your chance to fix that.
Rate: $25/hr USD
This is an extremely urgent role with work starting immediately. If you are interested and apply, please expect to be contacted and requested to complete your account setup on September 9th (Friday), 10th (Saturday), or the 11th (Sunday) to be considered for this role.Â
Complete Photoshop tasks from a client-provided creative brief, working at your normal professional standard
Run a client-provided session recorder for the full duration of each task
Deliver layered, production-quality PSDs along with final output
Work independently, at your own pace, within the scope of each brief
Contribute work that will be published openly for research use
We're recruiting across six specializations and aiming for balanced coverage. Tell us which one is your home turf:
Matte painting / digital environments
Key visual / campaign compositing
Game & UI assets
Print & packaging pre-press
Portrait / beauty retouching
E-commerce / product retouching
Hard requirements - please read carefully:
Apple Silicon Mac (M1 or later) with your own licensed copy of Photoshop. Intel Macs and Windows machines cannot be used for this engagement.
Photoshop only. No Illustrator, Nuke, Blender, Procreate, or iPad workflows in the captured session.
No generative AI of any kind - no Generative Fill, no Firefly, no third-party generative plugins. All work must be manually executed.
Individual contributor. No teams, studios, or subcontracted work.
Comfortable publishing openly under CC-BY-4.0, meaning the resulting work and session data will be freely available for anyone to use with attribution.
Demonstrable professional portfolio in at least one of the six categories above.
To apply: https://weworkremotely.com/remote-jobs/toptal-professional-photoshop-artists
Evaluates and rates music outputs to train AI models through feedback and quality assessment.
Evaluates and rates AI coding agent outputs to improve model performance and quality.
Evaluate and rank AI-generated responses to image prompts by assessing accuracy, relevance, safety, and instruction-following, then document reasoning.
Headquarters: California
URL: https://imerit.ai/
iMerit is looking for detail oriented analysts to evaluate and rank AI generated responses to image based prompts. You will judge answers on accuracy, relevance, clarity, conciseness, safety, localization, and how well they follow the user's instructions, then explain your reasoning in writing.
Much of the job comes down to this: look at the image, look at what the model said about it, and decide whether the two actually match.
What you will do
What you bring:
Good to know
To apply: https://weworkremotely.com/remote-jobs/imerit-ai-response-evaluator
Review and correct AI-generated transcripts for accuracy, formatting, and compliance with project guidelines to improve speech recognition systems.
TSMG is looking for Quality control specialists to support an AI language project focused on improving speech recognition systems.
As a QC contributor, you will review completed language annotation tasks and ensure that AI-generated transcripts have been accurately converted into natural, readable display text according to the project guidelines. You will focus on identifying and correcting formatting, punctuation, capitalization, and text normalization issues.
We may use artificial intelligence (AI) tools to support parts of the hiring process, such as reviewing applications, analyzing resumes, or assessing responses and identifying potential inconsistencies or verification signals in application materials based on available information. These tools assist our recruitment team but do not replace human judgment. Final hiring decisions are ultimately made by humans. If you would like more information about how your data is processed, please contact us.
Review and correct AI-generated transcripts for accuracy, formatting, and adherence to project guidelines to improve speech recognition systems.
TSMG is looking for Quality control specialists to support an AI language project focused on improving speech recognition systems.
As a QC contributor, you will review completed language annotation tasks and ensure that AI-generated transcripts have been accurately converted into natural, readable display text according to the project guidelines. You will focus on identifying and correcting formatting, punctuation, capitalization, and text normalization issues.
We may use artificial intelligence (AI) tools to support parts of the hiring process, such as reviewing applications, analyzing resumes, or assessing responses and identifying potential inconsistencies or verification signals in application materials based on available information. These tools assist our recruitment team but do not replace human judgment. Final hiring decisions are ultimately made by humans. If you would like more information about how your data is processed, please contact us.
Reviews and quality-checks AI-generated transcripts for accuracy, formatting, and adherence to linguistic guidelines in speech recognition projects.
TSMG is looking for Quality control specialists to support an AI language project focused on improving speech recognition systems.
As a QC contributor, you will review completed language annotation tasks and ensure that AI-generated transcripts have been accurately converted into natural, readable display text according to the project guidelines. You will focus on identifying and correcting formatting, punctuation, capitalization, and text normalization issues.
We may use artificial intelligence (AI) tools to support parts of the hiring process, such as reviewing applications, analyzing resumes, or assessing responses and identifying potential inconsistencies or verification signals in application materials based on available information. These tools assist our recruitment team but do not replace human judgment. Final hiring decisions are ultimately made by humans. If you would like more information about how your data is processed, please contact us.
Review and correct AI-generated transcripts for accuracy, formatting, and adherence to quality standards to improve speech recognition systems.
TSMG is looking for Quality control specialists to support an AI language project focused on improving speech recognition systems.
As a QC contributor, you will review completed language annotation tasks and ensure that AI-generated transcripts have been accurately converted into natural, readable display text according to the project guidelines. You will focus on identifying and correcting formatting, punctuation, capitalization, and text normalization issues.
We may use artificial intelligence (AI) tools to support parts of the hiring process, such as reviewing applications, analyzing resumes, or assessing responses and identifying potential inconsistencies or verification signals in application materials based on available information. These tools assist our recruitment team but do not replace human judgment. Final hiring decisions are ultimately made by humans. If you would like more information about how your data is processed, please contact us.
Reviews and quality-checks AI-generated transcripts for accuracy, formatting, and adherence to project guidelines in speech recognition projects.
TSMG is looking for Quality control specialists to support an AI language project focused on improving speech recognition systems.
As a QC contributor, you will review completed language annotation tasks and ensure that AI-generated transcripts have been accurately converted into natural, readable display text according to the project guidelines. You will focus on identifying and correcting formatting, punctuation, capitalization, and text normalization issues.
We may use artificial intelligence (AI) tools to support parts of the hiring process, such as reviewing applications, analyzing resumes, or assessing responses and identifying potential inconsistencies or verification signals in application materials based on available information. These tools assist our recruitment team but do not replace human judgment. Final hiring decisions are ultimately made by humans. If you would like more information about how your data is processed, please contact us.
Reviews and corrects AI-generated transcripts for accuracy, formatting, and adherence to quality standards in speech recognition projects.
TSMG is looking for Quality control specialists to support an AI language project focused on improving speech recognition systems.
As a QC contributor, you will review completed language annotation tasks and ensure that AI-generated transcripts have been accurately converted into natural, readable display text according to the project guidelines. You will focus on identifying and correcting formatting, punctuation, capitalization, and text normalization issues.
We may use artificial intelligence (AI) tools to support parts of the hiring process, such as reviewing applications, analyzing resumes, or assessing responses and identifying potential inconsistencies or verification signals in application materials based on available information. These tools assist our recruitment team but do not replace human judgment. Final hiring decisions are ultimately made by humans. If you would like more information about how your data is processed, please contact us.
Reviews and labels AI model outputs in English to improve machine learning model performance.
Collect and label authentic scam/spam SMS messages in Arabic to train AI fraud detection systems.
Location: Remote: Participants must be based in United Arab Emirates
Schedule: Flexible
Project type: Short-term/project-based
Device requirement(s): You must use your own mobile phone and United Arab Emirates phone number
Productive Playhouse is seeking Arabic-speaking participants for a mobile messaging data collection project. Participants will submit authentic scam and spam SMS messages received on their personal mobile phones to help improve technology designed to identify fraudulent and unwanted communications.
This is a flexible, remote opportunity. Participants may submit eligible messages whenever they receive them, provided all submissions meet project requirements..
Your contributions will support the development of tools designed to make mobile messaging safer for users around the world.
Please note: Messages collected from email or other platforms are not eligible. Submissions must be SMS messages received directly on your mobile phone.
Only submissions that meet requirements will be eligible for payment
You may be a good fit if you:
Real project experience with a global data and language services company
We started by teaching kids through award-winning programming. We grew into a global data and language services company trusted by clients worldwide. But the mission never changed: keep language alive.
Transcription, translation, localization, linguistic analysis, AI evaluation — it all comes back to preserving languages and the cultures they carry.
All engagements are contingent upon successful completion of identity verification. Productive Playhouse is an equal opportunity organization headquartered in California and committed to diversity and inclusion across our global workforce. We welcome applicants of all backgrounds and abilities, regardless of location or engagement type. For accommodations or inquiries, please contact [email protected].
Collect and categorize authentic Italian SMS messages as scam or spam to train AI fraud-detection systems, earning $2.50 per qualified submission.
Location: Remote: Participants must be based in Italy
Schedule: Flexible
Project type: Short-term/project-based
Device requirement(s): You must use your own mobile phone and Italy phone number
Productive Playhouse is seeking Italian-speaking participants for a mobile messaging data collection project. Participants will submit authentic scam and spam SMS messages received on their personal mobile phones to help improve technology designed to identify fraudulent and unwanted communications.
This is a flexible, remote opportunity. Participants may submit eligible messages whenever they receive them, provided all submissions meet project requirements..
Your contributions will support the development of tools designed to make mobile messaging safer for users around the world.
Please note: Messages collected from email or other platforms are not eligible. Submissions must be SMS messages received directly on your mobile phone.
Only submissions that meet requirements will be eligible for payment
You may be a good fit if you:
Real project experience with a global data and language services company
We started by teaching kids through award-winning programming. We grew into a global data and language services company trusted by clients worldwide. But the mission never changed: keep language alive.
Transcription, translation, localization, linguistic analysis, AI evaluation — it all comes back to preserving languages and the cultures they carry.
All engagements are contingent upon successful completion of identity verification. Productive Playhouse is an equal opportunity organization headquartered in California and committed to diversity and inclusion across our global workforce. We welcome applicants of all backgrounds and abilities, regardless of location or engagement type. For accommodations or inquiries, please contact [email protected].
Submit authentic SMS messages to help train AI scam-detection models by categorizing real spam and phishing messages from your mobile phone.
Location: Remote: Participants must be based in Kenya
Schedule: Flexible
Project type: Short-term/project-based
Device requirement(s): You must use your own mobile phone and Kenya phone number
Productive Playhouse is seeking English-speaking participants for a mobile messaging data collection project. Participants will submit authentic scam and spam SMS messages received on their personal mobile phones to help improve technology designed to identify fraudulent and unwanted communications.
This is a flexible, remote opportunity. Participants may submit eligible messages whenever they receive them, provided all submissions meet project requirements..
Your contributions will support the development of tools designed to make mobile messaging safer for users around the world.
Please note: Messages collected from email or other platforms are not eligible. Submissions must be SMS messages received directly on your mobile phone.
Only submissions that meet requirements will be eligible for payment
You may be a good fit if you:
Real project experience with a global data and language services company
We started by teaching kids through award-winning programming. We grew into a global data and language services company trusted by clients worldwide. But the mission never changed: keep language alive.
Transcription, translation, localization, linguistic analysis, AI evaluation — it all comes back to preserving languages and the cultures they carry.
All engagements are contingent upon successful completion of identity verification. Productive Playhouse is an equal opportunity organization headquartered in California and committed to diversity and inclusion across our global workforce. We welcome applicants of all backgrounds and abilities, regardless of location or engagement type. For accommodations or inquiries, please contact [email protected].
Submit authentic scam and spam SMS messages received on personal mobile phone to train AI fraud detection systems, earning $2 per qualified message.
Location: Remote: Participants must be based in Egypt
Schedule: Flexible
Project type: Short-term/project-based
Device requirement(s): You must use your own mobile phone and Egypt phone number
Productive Playhouse is seeking Arabic-speaking participants for a mobile messaging data collection project. Participants will submit authentic scam and spam SMS messages received on their personal mobile phones to help improve technology designed to identify fraudulent and unwanted communications.
This is a flexible, remote opportunity. Participants may submit eligible messages whenever they receive them, provided all submissions meet project requirements..
Your contributions will support the development of tools designed to make mobile messaging safer for users around the world.
Please note: Messages collected from email or other platforms are not eligible. Submissions must be SMS messages received directly on your mobile phone.
Only submissions that meet requirements will be eligible for payment
You may be a good fit if you:
Real project experience with a global data and language services company
We started by teaching kids through award-winning programming. We grew into a global data and language services company trusted by clients worldwide. But the mission never changed: keep language alive.
Transcription, translation, localization, linguistic analysis, AI evaluation — it all comes back to preserving languages and the cultures they carry.
All engagements are contingent upon successful completion of identity verification. Productive Playhouse is an equal opportunity organization headquartered in California and committed to diversity and inclusion across our global workforce. We welcome applicants of all backgrounds and abilities, regardless of location or engagement type. For accommodations or inquiries, please contact [email protected].
Collect and categorize authentic SMS scam and spam messages from your mobile phone to train AI fraud detection systems.
Location: Remote: Participants must be based in South Africa
Schedule: Flexible
Project type: Short-term/project-based
Device requirement(s): You must use your own mobile phone and South Africa phone number
Productive Playhouse is seeking English-speaking participants for a mobile messaging data collection project. Participants will submit authentic scam and spam SMS messages received on their personal mobile phones to help improve technology designed to identify fraudulent and unwanted communications.
This is a flexible, remote opportunity. Participants may submit eligible messages whenever they receive them, provided all submissions meet project requirements..
Your contributions will support the development of tools designed to make mobile messaging safer for users around the world.
Please note: Messages collected from email or other platforms are not eligible. Submissions must be SMS messages received directly on your mobile phone.
Only submissions that meet requirements will be eligible for payment
You may be a good fit if you:
Real project experience with a global data and language services company
We started by teaching kids through award-winning programming. We grew into a global data and language services company trusted by clients worldwide. But the mission never changed: keep language alive.
Transcription, translation, localization, linguistic analysis, AI evaluation — it all comes back to preserving languages and the cultures they carry.
All engagements are contingent upon successful completion of identity verification. Productive Playhouse is an equal opportunity organization headquartered in California and committed to diversity and inclusion across our global workforce. We welcome applicants of all backgrounds and abilities, regardless of location or engagement type. For accommodations or inquiries, please contact [email protected].
Submit authentic Vietnamese SMS messages to train scam-detection AI models, earning $1.50 per qualified submission.
Location: Remote: Participants must be based in Vietnam
Schedule: Flexible
Project type: Short-term/project-based
Device requirement(s): You must use your own mobile phone and Vietnam phone number
Productive Playhouse is seeking Vietnamese-speaking participants for a mobile messaging data collection project. Participants will submit authentic scam and spam SMS messages received on their personal mobile phones to help improve technology designed to identify fraudulent and unwanted communications.
This is a flexible, remote opportunity. Participants may submit eligible messages whenever they receive them, provided all submissions meet project requirements..
Your contributions will support the development of tools designed to make mobile messaging safer for users around the world.
Please note: Messages collected from email or other platforms are not eligible. Submissions must be SMS messages received directly on your mobile phone.
Only submissions that meet requirements will be eligible for payment
You may be a good fit if you:
Real project experience with a global data and language services company
We started by teaching kids through award-winning programming. We grew into a global data and language services company trusted by clients worldwide. But the mission never changed: keep language alive.
Transcription, translation, localization, linguistic analysis, AI evaluation — it all comes back to preserving languages and the cultures they carry.
All engagements are contingent upon successful completion of identity verification. Productive Playhouse is an equal opportunity organization headquartered in California and committed to diversity and inclusion across our global workforce. We welcome applicants of all backgrounds and abilities, regardless of location or engagement type. For accommodations or inquiries, please contact [email protected].
Collect and categorize authentic SMS scam/spam messages from your mobile phone to train AI fraud detection systems.
Location: Remote: Participants must be based in Nigeria
Schedule: Flexible
Project type: Short-term/project-based
Device requirement(s): You must use your own mobile phone and Nigeria phone number
Productive Playhouse is seeking English-speaking participants for a mobile messaging data collection project. Participants will submit authentic scam and spam SMS messages received on their personal mobile phones to help improve technology designed to identify fraudulent and unwanted communications.
This is a flexible, remote opportunity. Participants may submit eligible messages whenever they receive them, provided all submissions meet project requirements..
Your contributions will support the development of tools designed to make mobile messaging safer for users around the world.
Please note: Messages collected from email or other platforms are not eligible. Submissions must be SMS messages received directly on your mobile phone.
Only submissions that meet requirements will be eligible for payment
You may be a good fit if you:
Real project experience with a global data and language services company
We started by teaching kids through award-winning programming. We grew into a global data and language services company trusted by clients worldwide. But the mission never changed: keep language alive.
Transcription, translation, localization, linguistic analysis, AI evaluation — it all comes back to preserving languages and the cultures they carry.
All engagements are contingent upon successful completion of identity verification. Productive Playhouse is an equal opportunity organization headquartered in California and committed to diversity and inclusion across our global workforce. We welcome applicants of all backgrounds and abilities, regardless of location or engagement type. For accommodations or inquiries, please contact [email protected].