Independently transcribe audio files in their native language
Compare and validate parallel transcripts to produce a final “ground truth” version
Perform entity tagging based on detailed client guidelines
Digital Divide Data (DDD) is a BPO that delivers ML data solutions and content services to Fortune 500 companies and the world’s leading academic institutions. DDD is unique in its ability to deliver end-to-end data creation, curation, labeling, and annotation services.
Use deep knowledge of English grammar, syntax, semantics, phonetics, and pragmatics to challenge and improve AI language models.
Interact with AI models daily on language scenarios, document error traces, and suggest improvements for prompt engineering and evaluation.
Work remotely as a contractor, contributing to high-quality training data that powers next-generation AI systems.
Inito is a company that specializes in training AI language models using linguistic expertise. The company operates with a remote contractor model and seeks experts for project-based work.
Engage in conversations with a real-time speech-to-speech AI model.
Evaluate performance based on speech recognition, audio quality, conversation flow, and content accuracy.
Provide accurate and consistent ratings based on project guidelines.
Appen is a company that focuses on improving real-time conversational AI. They leverage independent contractors and project-based opportunities to enhance multilingual voice interactions. They seem to foster a community-driven environment.
Read and record short sentences in English at varying volume levels (normal, soft, and whisper).
Complete all recordings within a single session.
Follow project guidelines to ensure recordings meet quality standards.
Appen is a company that collects and annotates data for AI and machine learning projects. They work with a large global crowd of independent contractors to improve AI systems.
Listen to recorded audio files in the target language.
Transcribe conversations accurately and clearly, following formatting and transcription guidelines.
Review and correct transcription errors when needed, completing assigned tasks within the required deadlines.
Terry Soot Management Group (TSMG) is a field data collection company founded in 2017 in Europe. We collect data where automation is not possible, supporting projects involving speech recording, transcription, image and video collection, mapping, and AI training across Europe and North America.
Evaluate AI-generated Tamil audio for natural emotional and cultural nuance.
Perform sentiment analysis to assess model’s conveyance of intonations and feelings.
Identify and report unnatural or culturally mismatched tones in AI output.
Prolific builds the biggest pool of quality human data in the world, connecting researchers with over 35,000 paid study participants. It is a platform that enables the collection of high-quality, ethically sourced human behavioral data for AI development.
Transcribe 5-second audio clips of English dialects accurately according to style guide.
Flag audio issues such as background noise or cut-off speech using simple codes.
Work flexible hours with an average completion time of ~125 seconds per task.
Welo Data, part of Welocalize, is a global AI data company that delivers high-quality, ethical data to train the world’s most advanced AI systems. With over 500,000 contributors in 100+ countries, the company values diversity and community.
Review short audio transcriptions (~5 seconds) for accuracy and adherence to guidelines.
Approve correct transcriptions or reject with specific, actionable written feedback.
Identify and correct errors in punctuation, formatting, and style-guide application.
Welo Data, part of Welocalize, is a global AI data company delivering high-quality, ethical data to train AI systems. They have 500,000+ contributors and build smarter, more human AI with a diverse community in 100+ countries.
Apply deep knowledge of Taiwanese grammar, syntax, and morphology to challenge and refine advanced language models.
Document model failure modes in areas like verb conjugation, case systems, and stylistic variation to improve AI reasoning.
Collaborate on prompt engineering and evaluation metrics through precise, metacognitive communication.
Greenhouse powers the next generation of AI by leveraging language expertise to train advanced models. They operate as a freelance contractor platform seeking specialized language professionals for AI training projects.
Identify and label languages and dialects from model-generated responses.
Review outputs from two different AI models and determine which model correctly identified the proposed language.
Compare model responses and select the appropriate evaluation outcome from predefined options
RWS – TrainAI is looking for Language Data Annotators. They embrace DEI and promotes equal opportunity and prohibits discrimination and harassment of any kind.
Participate in a natural conversation with another participant in your native language.
Discuss one of several suggested general-interest topics provided during the session.
Follow the session guidelines and moderator instructions.
Terry Soot Management Group (TSMG) is a field data collection company founded in 2017 in Europe. They collect data where automation is not possible, with teams spread across Europe and North America, ready to accept new challenges.
Evaluate machine-translated song lyrics from Japanese to English for quality and accuracy.
Provide ratings based on predefined criteria for meaning, fluency, and naturalness.
Identify mistranslations, awkward phrasing, and cultural inaccuracies without rewriting or editing.
Bellatrix is a language services company specializing in translation and localization. They are a global organization offering freelance opportunities and utilize technology to support their hiring process.
Design complex evaluation frameworks and execute role-play scenarios simulating realistic customer service interactions.
Audit AI model performance across standardized metrics, focusing on task completion, conversational naturalness, and audio comprehension.
Generate diverse, high-quality audio datasets and assess basic computer programming literacy in JSON and structured data reasoning.
The company is an AI benchmarking project that evaluates advanced agentic audio models through simulated customer support scenarios. It is a freelance contractor project with no specific company size or culture mentioned beyond the project scope.
Complete short voice recordings or conversation tasks for AI training purposes.
Follow clear project instructions to ensure natural, accurate, and usable speech data.
Join tasks when available; assignments may range from a few minutes to multiple hours.
Wing Data supports clients' AI training projects through voice-based tasks. They value flexibility and offer project-based opportunities for individuals to contribute to AI speech systems.
Evaluate Korean-English translations produced by an AI chatbot for accuracy and adherence to user-specified requirements.
Apply MQM error annotations, verify auto-generated rubric items, and evaluate each item as Pass or Fail.
Ensure consistent and accurate ratings while completing assigned tasks within given timelines.
Appen helps improve AI-powered translation systems through crowd-based evaluation projects. They are a large global company offering project-based independent contractor roles, fostering a culture of flexibility and remote work.
Audit and evaluate chatbot conversations based on core dimensions.
Follow project-specific guidelines for accurate evaluations.
Use a proprietary client platform to complete tasks.
RWS Group provides technology-enabled language, content management and intellectual property services. They embrace DEI and promote equal opportunity; they are an Equal Opportunity Employer and prohibit discrimination and harassment of any kind.
Participate in short voice conversations with AI models using a designated platform, following provided scenarios and prompts.
Evaluate AI responses based on relevance, accuracy, clarity, and overall quality, providing objective ratings and feedback.
Complete assigned tasks within established quality and productivity expectations, with a flexible schedule of 10+ hours per week.
RWS is a provider of technology-enabled language, content management, and intellectual property services. As an equal opportunity employer, they embrace diversity and inclusion, offering flexible remote work opportunities for freelancers and private individuals.
Record natural, scripted conversations in Danish and English using Audacity.
Collaborate remotely with another Danish speaker, switching between languages as per scripts.
Deliver high-quality audio files following project guidelines.
Lionbridge is a language and AI technology company that provides translation, localization, and data annotation services. They employ thousands of freelancers worldwide and focus on supporting language technology development with a global, independent contractor culture.
Review, evaluate, and annotate AI-generated content across text, images, audio, and video.
Perform quality checks to ensure accuracy, consistency, and compliance with guidelines.
Identify edge cases and contribute to high-quality datasets for training advanced AI models.
Welo Data, part of Welocalize, is a global AI data company with over 500,000 contributors delivering high-quality, ethical data to train advanced AI systems. They foster a diverse community across 100+ countries and offer flexible, project-based opportunities with complete autonomy.