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Reviews and evaluates complex written outputs, likely providing feedback to train or improve AI models.
Reviews, labels, and quality-checks digital content to train AI systems to better understand information and perform tasks.
Headquarters: San Francisco
URL: http://workada.co
Record short video sessions speaking in assigned languages to provide training data for AI speech systems.
Wing Data is looking for Freelance Video Data Contributors to support one of our clients AI training projects through short video-based tasks.
In this role, you will complete 5, 10, or 15-minute video sessions by either responding to prompts individually or taking part in short guided conversations. These recordings will be used to help train and improve our clients AI speech systems.
This is a flexible, project-based opportunity rather than a full-time or monthly position. Work is assigned based on availability, and tasks may range from a single 5-minute session to several hours of work.
Preferred Languages:
Bengali
Marathi
Tamil
Telugu
Kannada
Gujarati
Punjabi
Hindi
Hindi + English -> Hinglish
Malayalam
$2 - $4 an hour
Important:Â After submitting your application, please complete our short screening form here:
[ https://forms.gle/WDgS64Nvai4RZHaP6Â ].
We will ONLY review candidates who complete both the application and the screening form. The form takes about ~2 mins to complete.
We may use artificial intelligence (AI) tools to support parts of the hiring process, such as reviewing applications, analyzing resumes, or assessing responses. 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.
Evaluates and improves AI models by testing outputs and providing feedback to enhance model performance.
Evaluates and improves AI models through testing and feedback on project-based assignments for tech companies.
Tests, evaluates, and improves AI models by providing expert physics knowledge and feedback on model outputs.
Evaluates and improves AI systems through testing and feedback on model outputs for tech companies.
Evaluates AI-generated content for accuracy and depth, providing feedback to improve training data quality.
Craft training text to teach AI models reasoning, logic, accuracy, nuance, and clarity through structured examples.
Business owners evaluate AI models and merchant tools, providing real-world feedback to improve AI-driven commerce systems.
Strategy consultant creates realistic consulting scenarios and structured tasks to train AI models on business reasoning and problem-solving.
Toloka AI supports frontier model post-training by building domain-specific reinforcement learning environments, tasks, and evaluation frameworks designed by real practitioners.
Mindrift, powered by Toloka — a leading enterprise AI and machine learning data partner since 2014 — connects top domain experts with cutting-edge AI initiatives. Backed by Toloka’s deep expertise in scalable data generation, crowd technology, and applied ML systems, Mindrift enables experts to shape how next-generation generative models learn, reason, and perform.
We are launching a Management Consulting domain focused on translating real-world consulting engagements into structured learning environments for advanced AI systems. To do this credibly, we are assembling a team of strategy consultants from top-tier firms who can convert authentic project experience into end-to-end examples — from problem structuring and work planning to analysis, synthesis, and client-ready recommendations.
You will join a growing team of consultants from leading strategy firms shaping how AI learns high-level business reasoning.
Important: This role is exclusively for consultants with direct experience at a top-tier strategy consulting firm. If you do not have hands-on project experience at one of the firms listed below, please do not apply. This requirement ensures the domain is built by practitioners trained to the highest standards of structured problem-solving and client delivery.
Eligible firms: McKinsey & Company, Boston Consulting Group (BCG), Bain & Company, Oliver Wyman, Roland Berger, Monitor Deloitte (Deloitte S&C), EY-Parthenon, Kearney, and Strategy& (PwC).
Consultants with 3+ years of experience at one of the firms listed above, with hands-on project experience in:
No deep technical background is required — we will onboard you on the lightweight tools involved.
This is a remote, project-based, individual-contributor role focused on analytical design and evaluation.
Strategy consultant creates realistic consulting project scenarios and designs structured tasks to train AI systems on business reasoning and problem-solving.
Toloka AI supports frontier model post-training by building domain-specific reinforcement learning environments, tasks, and evaluation frameworks designed by real practitioners.
Mindrift, powered by Toloka — a leading enterprise AI and machine learning data partner since 2014 — connects top domain experts with cutting-edge AI initiatives. Backed by Toloka’s deep expertise in scalable data generation, crowd technology, and applied ML systems, Mindrift enables experts to shape how next-generation generative models learn, reason, and perform.
We are launching a Management Consulting domain focused on translating real-world consulting engagements into structured learning environments for advanced AI systems. To do this credibly, we are assembling a team of strategy consultants from top-tier firms who can convert authentic project experience into end-to-end examples — from problem structuring and work planning to analysis, synthesis, and client-ready recommendations.
You will join a growing team of consultants from leading strategy firms shaping how AI learns high-level business reasoning.
Important: This role is exclusively for consultants with direct experience at a top-tier strategy consulting firm. If you do not have hands-on project experience at one of the firms listed below, please do not apply. This requirement ensures the domain is built by practitioners trained to the highest standards of structured problem-solving and client delivery.
Eligible firms: McKinsey & Company, Boston Consulting Group (BCG), Bain & Company, Oliver Wyman, Roland Berger, Monitor Deloitte (Deloitte S&C), EY-Parthenon, Kearney, and Strategy& (PwC).
Consultants with 3+ years of experience at one of the firms listed above, with hands-on project experience in:
No deep technical background is required — we will onboard you on the lightweight tools involved.
This is a remote, project-based, individual-contributor role focused on analytical design and evaluation.
Design and build domain-specific AI training environments and tasks based on real management consulting project experiences to teach AI systems business reasoning.
Toloka AI supports frontier model post-training by building domain-specific reinforcement learning environments, tasks, and evaluation frameworks designed by real practitioners.
Mindrift, powered by Toloka — a leading enterprise AI and machine learning data partner since 2014 — connects top domain experts with cutting-edge AI initiatives. Backed by Toloka’s deep expertise in scalable data generation, crowd technology, and applied ML systems, Mindrift enables experts to shape how next-generation generative models learn, reason, and perform.
We are launching a Management Consulting domain focused on translating real-world consulting engagements into structured learning environments for advanced AI systems. To do this credibly, we are assembling a team of strategy consultants from top-tier firms who can convert authentic project experience into end-to-end examples — from problem structuring and work planning to analysis, synthesis, and client-ready recommendations.
You will join a growing team of consultants from leading strategy firms shaping how AI learns high-level business reasoning.
Important: This role is exclusively for consultants with direct experience at a top-tier strategy consulting firm. If you do not have hands-on project experience at one of the firms listed below, please do not apply. This requirement ensures the domain is built by practitioners trained to the highest standards of structured problem-solving and client delivery.
Eligible firms: McKinsey & Company, Boston Consulting Group (BCG), Bain & Company, Oliver Wyman, Roland Berger, Monitor Deloitte (Deloitte S&C), EY-Parthenon, Kearney, and Strategy& (PwC).
Consultants with 3+ years of experience at one of the firms listed above, with hands-on project experience in:
No deep technical background is required — we will onboard you on the lightweight tools involved.
This is a remote, project-based, individual-contributor role focused on analytical design and evaluation.
Strategy consultant creates realistic consulting scenarios and structured tasks to train AI models on business reasoning and problem-solving frameworks.
Toloka AI supports frontier model post-training by building domain-specific reinforcement learning environments, tasks, and evaluation frameworks designed by real practitioners.
Mindrift, powered by Toloka — a leading enterprise AI and machine learning data partner since 2014 — connects top domain experts with cutting-edge AI initiatives. Backed by Toloka’s deep expertise in scalable data generation, crowd technology, and applied ML systems, Mindrift enables experts to shape how next-generation generative models learn, reason, and perform.
We are launching a Management Consulting domain focused on translating real-world consulting engagements into structured learning environments for advanced AI systems. To do this credibly, we are assembling a team of strategy consultants from top-tier firms who can convert authentic project experience into end-to-end examples — from problem structuring and work planning to analysis, synthesis, and client-ready recommendations.
You will join a growing team of consultants from leading strategy firms shaping how AI learns high-level business reasoning.
Important: This role is exclusively for consultants with direct experience at a top-tier strategy consulting firm. If you do not have hands-on project experience at one of the firms listed below, please do not apply. This requirement ensures the domain is built by practitioners trained to the highest standards of structured problem-solving and client delivery.
Eligible firms: McKinsey & Company, Boston Consulting Group (BCG), Bain & Company, Oliver Wyman, Roland Berger, Monitor Deloitte (Deloitte S&C), EY-Parthenon, Kearney, and Strategy& (PwC).
Consultants with 3+ years of experience at one of the firms listed above, with hands-on project experience in:
No deep technical background is required — we will onboard you on the lightweight tools involved.
This is a remote, project-based, individual-contributor role focused on analytical design and evaluation.
Design reinforcement learning tasks and evaluation frameworks for AI models by translating real consulting project experience into structured training environments.
Toloka AI supports frontier model post-training by building domain-specific reinforcement learning environments, tasks, and evaluation frameworks designed by real practitioners.
Mindrift, powered by Toloka — a leading enterprise AI and machine learning data partner since 2014 — connects top domain experts with cutting-edge AI initiatives. Backed by Toloka’s deep expertise in scalable data generation, crowd technology, and applied ML systems, Mindrift enables experts to shape how next-generation generative models learn, reason, and perform.
We are launching a Management Consulting domain focused on translating real-world consulting engagements into structured learning environments for advanced AI systems. To do this credibly, we are assembling a team of strategy consultants from top-tier firms who can convert authentic project experience into end-to-end examples — from problem structuring and work planning to analysis, synthesis, and client-ready recommendations.
You will join a growing team of consultants from leading strategy firms shaping how AI learns high-level business reasoning.
Important: This role is exclusively for consultants with direct experience at a top-tier strategy consulting firm. If you do not have hands-on project experience at one of the firms listed below, please do not apply. This requirement ensures the domain is built by practitioners trained to the highest standards of structured problem-solving and client delivery.
Eligible firms: McKinsey & Company, Boston Consulting Group (BCG), Bain & Company, Oliver Wyman, Roland Berger, Monitor Deloitte (Deloitte S&C), EY-Parthenon, Kearney, and Strategy& (PwC).
Consultants with 3+ years of experience at one of the firms listed above, with hands-on project experience in:
No deep technical background is required — we will onboard you on the lightweight tools involved.
This is a remote, project-based, individual-contributor role focused on analytical design and evaluation.
Senior consultant designs realistic consulting project scenarios and structured tasks to train AI systems on business reasoning and problem-solving.
Toloka AI supports frontier model post-training by building domain-specific reinforcement learning environments, tasks, and evaluation frameworks designed by real practitioners.
Mindrift, powered by Toloka — a leading enterprise AI and machine learning data partner since 2014 — connects top domain experts with cutting-edge AI initiatives. Backed by Toloka’s deep expertise in scalable data generation, crowd technology, and applied ML systems, Mindrift enables experts to shape how next-generation generative models learn, reason, and perform.
We are launching a Management Consulting domain focused on translating real-world consulting engagements into structured learning environments for advanced AI systems. To do this credibly, we are assembling a team of strategy consultants from top-tier firms who can convert authentic project experience into end-to-end examples — from problem structuring and work planning to analysis, synthesis, and client-ready recommendations.
You will join a growing team of consultants from leading strategy firms shaping how AI learns high-level business reasoning.
Important: This role is exclusively for consultants with direct experience at a top-tier strategy consulting firm. If you do not have hands-on project experience at one of the firms listed below, please do not apply. This requirement ensures the domain is built by practitioners trained to the highest standards of structured problem-solving and client delivery.
Eligible firms: McKinsey & Company, Boston Consulting Group (BCG), Bain & Company, Oliver Wyman, Roland Berger, Monitor Deloitte (Deloitte S&C), EY-Parthenon, Kearney, and Strategy& (PwC).
Consultants with 3+ years of experience at one of the firms listed above, with hands-on project experience in:
No deep technical background is required — we will onboard you on the lightweight tools involved.
This is a remote, project-based, individual-contributor role focused on analytical design and evaluation.
Transcribe recorded audio conversations into text to support speech recognition and AI model development.
Terry Soot Management Group (TSMG) is a field data collection company founded in 2017 in Europe.
We collect data where automation is not possible. Our teams support projects involving speech recording, transcription, image and video collection, mapping, and AI training across Europe and North America.
We are looking for detail-oriented participants to join an audio transcription project supporting the development of speech recognition and conversational AI systems.
Participants will listen to recorded audio conversations and accurately transcribe them into text following project guidelines. The work involves understanding spoken language, identifying speech patterns, and ensuring high transcription quality.
This is a remote, flexible project suitable for people with strong listening and language skills.
We may use artificial intelligence (AI) tools to support parts of the hiring process, such as reviewing applications, analyzing resumes, or assessing responses. 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.
Transcribes recorded audio conversations into text to support development of speech recognition and conversational AI systems.
Terry Soot Management Group (TSMG) is a field data collection company founded in 2017 in Europe.
We collect data where automation is not possible. Our teams support projects involving speech recording, transcription, image and video collection, mapping, and AI training across Europe and North America.
We are looking for detail-oriented participants to join an audio transcription project supporting the development of speech recognition and conversational AI systems.
Participants will listen to recorded audio conversations and accurately transcribe them into text following project guidelines. The work involves understanding spoken language, identifying speech patterns, and ensuring high transcription quality.
This is a remote, flexible project suitable for people with strong listening and language skills.
We may use artificial intelligence (AI) tools to support parts of the hiring process, such as reviewing applications, analyzing resumes, or assessing responses. 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.
Transcribe recorded audio conversations in Dutch to support speech recognition and conversational AI system development.
Terry Soot Management Group (TSMG) is a field data collection company founded in 2017 in Europe.
We collect data where automation is not possible. Our teams support projects involving speech recording, transcription, image and video collection, mapping, and AI training across Europe and North America.
We are looking for detail-oriented participants to join an audio transcription project supporting the development of speech recognition and conversational AI systems.
Participants will listen to recorded audio conversations and accurately transcribe them into text following project guidelines. The work involves understanding spoken language, identifying speech patterns, and ensuring high transcription quality.
This is a remote, flexible project suitable for people with strong listening and language skills.
We may use artificial intelligence (AI) tools to support parts of the hiring process, such as reviewing applications, analyzing resumes, or assessing responses. 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.
Transcribe recorded audio conversations in Swedish to text, following project guidelines to support speech recognition and conversational AI system development.
Terry Soot Management Group (TSMG) is a field data collection company founded in 2017 in Europe.
We collect data where automation is not possible. Our teams support projects involving speech recording, transcription, image and video collection, mapping, and AI training across Europe and North America.
We are looking for detail-oriented participants to join an audio transcription project supporting the development of speech recognition and conversational AI systems.
Participants will listen to recorded audio conversations and accurately transcribe them into text following project guidelines. The work involves understanding spoken language, identifying speech patterns, and ensuring high transcription quality.
This is a remote, flexible project suitable for people with strong listening and language skills.
We may use artificial intelligence (AI) tools to support parts of the hiring process, such as reviewing applications, analyzing resumes, or assessing responses. 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.