Invisible Agency

Role Description We are sourcing independent Vocal Audio Specialists to provide their expertise for an AI audio model training project. As AI models increasingly generate and interpret human musicality and vocal nuances, their accuracy relies entirely on robust, high-fidelity training data. The objective of this project is to autonomously record clean, professional-grade audio detailing human vocal pitch changes by performing consistent, highly controlled humming exercises. Qualifications - Demonstrable musical literacy and performance history (e.g., choir, band, a cappella, live gigs, audio engineering, or music production). - Calm, controlled voice with a highly trained ear for pitch stability. - Hands-on experience in Voice Over (VO) work, studio recording, or prior AI audio training projects. - Strong technical recording competence, including a deep understanding of gain staging and microphone technique. - Meticulous, detail-oriented approach to following instructions and maintaining rhythmic and tonal consistency. Requirements - Operate autonomously to generate precise audio assets and structured training data. - Recording clean, pitch-stable humming takes with dynamic control. - Demonstrating a solid "internal metronome" to follow beats and executing highly repeatable tasks. - Applying professional recording competence to ensure distortion-free, high-fidelity audio capture. - Accurately executing highly specific vocal directions to generate clean, reliable, and standardized data. - Must possess a controlled, quiet home recording environment capable of capturing clean audio free from background noise, clipping, or room echo. Benefits - Pay range of $6-to-$65 per hour, with the exact rate determined after evaluating experience, expertise, and geographic location. - Final offer amounts may vary from the pay range listed above. - As a contractor, you’ll supply a secure computer, professional recording equipment, and high-speed internet. - Company-sponsored benefits such as health insurance and PTO do not apply. Engagement Type - Freelance / Independent Contractor Workplace Type - Remote

Role Description Are you a Russian language expert eager to shape the future of AI? Large‑scale language models are evolving from clever chatbots into powerful engines of linguistic discovery. With high‑quality training data, tomorrow’s AI can democratize world‑class education, keep pace with cutting‑edge research, and streamline communication for Russian speakers everywhere. That training data begins with you—we need your expertise to help power the next generation of AI. We’re looking for Russian language specialists who live and breathe: - Phonology - Morphology - Syntax - Semantics - Pragmatics - Sociolinguistics You’ll challenge advanced language models on topics like: - Verb conjugation - Noun cases - Aspectual pairs - Sentence structure - Word order - Idiomatic expressions - Regional dialects On a typical day, you will: - Converse with the model on language scenarios - Verify factual accuracy and logical soundness - Capture reproducible error traces - Suggest improvements to our prompt engineering and evaluation metrics A master’s or PhD in Russian language, linguistics, or a closely related field is ideal; peer‑reviewed publications, teaching experience, or hands‑on linguistic analysis projects signal fit. Clear, metacognitive communication—“showing your work”—is essential. Ready to turn your Russian language expertise into the knowledge base for tomorrow’s AI? Apply today and start teaching the model that will teach the world. Qualifications - Master’s or PhD in Russian language, linguistics, or a closely related field - Peer‑reviewed publications - Teaching experience - Hands‑on linguistic analysis projects - Clear, metacognitive communication skills Requirements - Expertise in phonology, morphology, syntax, semantics, pragmatics, and sociolinguistics - Ability to challenge advanced language models on various linguistic topics - Experience in verifying factual accuracy and logical soundness - Capability to capture reproducible error traces - Skills in suggesting improvements to prompt engineering and evaluation metrics Benefits - Pay range of $6 to $65 per hour, determined by experience, expertise, and geographic location - Final offer amounts may vary from the pay range listed above - As a contractor, you’ll supply a secure computer and high‑speed internet - Company‑sponsored benefits such as health insurance and PTO do not apply Company Description - Employment type: Contract - Workplace type: Remote - Seniority level: Mid‑Senior Level

Role Description Are you an Arabic language expert eager to shape the future of AI? Large‑scale language models are evolving from clever chatbots into powerful engines of linguistic discovery. With high‑quality training data, tomorrow’s AI can democratize world‑class education, keep pace with cutting‑edge research, and streamline communication and translation for speakers of Arabic everywhere. That training data begins with you—we need your expertise to help power the next generation of AI. We’re looking for Arabic language specialists who live and breathe the complexities of Arabic grammar, syntax, morphology, semantics, phonetics, and pragmatics. You’ll challenge advanced language models on topics like: - Dialectal variation - Formal versus colloquial language - Arabic script - Translation accuracy - Semantic ambiguity - Cultural context Documenting every failure mode so we can harden model reasoning. On a typical day, you will: - Converse with the model on language scenarios - Verify factual accuracy and logical soundness - Capture reproducible error traces - Suggest improvements to our prompt engineering and evaluation metrics Ready to turn your Arabic language expertise into the knowledge base for tomorrow’s AI? Apply today and start teaching the model that will teach the world. Qualifications - A master’s or PhD in Arabic language, linguistics, or a closely related field - Peer‑reviewed publications - Translation experience - Hands-on linguistic analysis projects - Clear, metacognitive communication—“showing your work” Requirements - Employment type: Contract - Workplace type: Remote - Seniority level: Mid‑Senior Level Benefits - Pay range of $6-to-$65 per hour, with the exact rate determined after evaluating your experience, expertise, and geographic location - Final offer amounts may vary from the pay range listed above - As a contractor, you’ll supply a secure computer and high‑speed internet - Company‑sponsored benefits such as health insurance and PTO do not apply

Role Description We are offering a project-based opportunity for independent contributors who are curious about artificial intelligence and excited to learn how advanced AI models are built, evaluated, and improved. These opportunities may be suitable for people who are early in their academic journey, exploring potential specialties, or simply eager to engage on real-world AI development work on a flexible project-by-project basis. In this project, you will: - Interact directly with AI systems - Review model outputs - Follow clear task guidelines - Contribute to the creation of high-quality training data - Evaluate responses - Identify inconsistencies - Provide feedback - Help structure information for effective model learning All tasks are well-defined, and you will receive task guidance and examples to help you succeed. You should be comfortable working independently, paying close attention to detail, and communicating clearly about what you observe. A thoughtful, reflective approach—explaining your reasoning and noting uncertainties—is highly valued, as it helps improve both the models and the training process. This project is well-suited for individuals who enjoy: - Problem-solving - Learning through practice - Contributing to innovative technology This project offers a unique opportunity to gain practical exposure to AI development without needing a technical background. During your engagement, you may pick up transferable skills in: - Critical thinking - Evaluation - Structured communication If you’re excited to learn and interested in being part of the process that helps AI systems improve and evolve, this project provides a supportive entry point into the world of AI training and development. Qualifications - Curiosity about artificial intelligence - Eagerness to learn - Ability to work independently - Attention to detail - Clear communication skills Requirements - Secure computer - High-speed internet - Independent contractor status Benefits - Pay of $20 per hour - Flexible project-by-project basis Company Description As an independent contractor, company-sponsored benefits such as health insurance and PTO do not apply. Contract Type: Freelance / Contract Workplace type: Remote Seniority level: Entry Level

Are you a Haryanvi language expert eager to shape the future of AI? Large‑scale language models are evolving from clever chatbots into powerful engines of linguistic discovery. With high‑quality training data, tomorrow’s AI can democratize world‑class education, keep pace with cutting‑edge research, and streamline communication for Haryanvi speakers everywhere. That training data begins with you—we need your expertise to help power the next generation of AI. We’re looking for Haryanvi language specialists who live and breathe Haryanvi grammar, syntax, morphology, phonology, semantics, and pragmatics. You’ll challenge advanced language models on topics like verb conjugation, case system (nominative, accusative, dative, genitive), word order, declensions, gender, and stylistic variation—documenting every failure mode so we can harden model reasoning. On a typical day, you will converse with the model on language scenarios, verify factual accuracy and logical soundness, capture reproducible error traces, and suggest improvements to our prompt engineering and evaluation metrics. A bachelor's degree in Haryanvi language, linguistics, or a closely related field is ideal, but we also highly value native-level fluency and a deep, practical understanding of the language's nuances. Extensive experience in teaching, translation, or community-based linguistic projects can substitute for a formal degree. Clear, metacognitive communication—“showing your work”—is essential. Ready to turn your Haryanvi language expertise into the knowledge base for tomorrow’s AI? Apply today and start teaching the model that will teach the world. We offer a pay range of $6-to- $65 per hour, with the exact rate determined after evaluating your experience, expertise, and geographic location. Final offer amounts may vary from the pay range listed above. As a contractor you’ll supply a secure computer and high‑speed internet; company‑sponsored benefits such as health insurance and PTO do not apply. Employment type: Freelance / Contract Workplace type: Remote Seniority level: Entry Level

Project Overview We are sourcing independent Search Engine Evaluation Specialists to provide their expertise for an AI benchmark evaluation project. As AI models increasingly interpret search intent, analyze indexing protocols, and evaluate search rank responses, their accuracy relies entirely on robust, expert-crafted training data. The objective of this project is to autonomously produce high-quality evaluation tasks, strong prompts, and clear, well-structured rubrics that generate clean, reliable data for model training. Project Deliverables & Scope Operate autonomously to design complex evaluation frameworks and provide structured training data. Expected deliverables include: - Task & Prompt Creation: Generating realistic, high-quality prompts that compel the AI model to produce complex, professional-grade deliverables specific to search rank response analysis, indexing logic, and query relevance. - Benchmark Evaluation Data Generation: Producing clean, reliable training data that directly aids in the evaluation and refinement of AI models handling complex SEO and search engine ranking tasks. - Quality Assurance & Fact-Checking: Ensuring all generated tasks and scoring criteria reflect strict, real-world search quality rating standards, technical indexing mechanics, and user intent accuracy. Required Expertise To successfully fulfill the deliverables of this project, Contractors must possess deep industry knowledge to craft realistic professional scenarios. Core skillset includes: - Demonstrable professional expertise within the Search Engine Optimization (SEO), search quality rating, or digital marketing sectors, with a deep understanding of indexing, ranking factors, and search response evaluation. - Strong writing and prompt generation skills, with the ability to design highly realistic, complex search evaluation task scenarios for AI training. - Proficiency in rubric generation, specifically the ability to create objective, non-ambiguous scoring criteria that leave no room for subjective interpretation. - A meticulous, detail-oriented approach to fact-checking search rankings, evaluating content quality against official rating guidelines, and generating reliable data for system benchmarking. We offer a pay rate of $20 per hour, with the exact rate determined after evaluating your experience, expertise, and geographic location. Final offer amounts may vary from the pay range listed above. As a contractor you’ll supply a secure computer and high‑speed internet; company‑sponsored benefits such as health insurance and PTO do not apply. Engagement Type: Freelance / Independent Contractor Workplace Type: Remote

Are you an English language expert eager to shape the future of AI? Large‑scale language models are evolving from clever chatbots into powerful engines of linguistic discovery. With high‑quality training data, tomorrow’s AI can democratize world‑class education, keep pace with cutting‑edge research, and streamline communication for English speakers everywhere. That training data begins with you—we need your expertise to help power the next generation of AI. We’re looking for English language specialists who live and breathe the intricacies of English grammar, syntax, morphology, semantics, phonetics, and pragmatics. You’ll challenge advanced language models on topics like sentence structure, verb tense and aspect, word usage, idiomatic expressions, pronunciation, and cultural context—documenting every failure mode so we can harden model reasoning. On a typical day, you will converse with the model on language scenarios, verify factual accuracy and logical soundness, capture reproducible error traces, and suggest improvements to our prompt engineering and evaluation metrics. A degree in English language, linguistics, or a closely related field is ideal; peer‑reviewed publications, teaching experience, or hands-on linguistic analysis projects signal fit. Clear, metacognitive communication—“showing your work”—is essential. Ready to turn your English language expertise into the knowledge base for tomorrow’s AI? Apply today and start teaching the model that will teach the world. We offer a pay range of $6-to- $65 per hour, with the exact rate determined after evaluating your experience, expertise, and geographic location. Final offer amounts may vary from the pay range listed above. As a contractor you’ll supply a secure computer and high‑speed internet; company‑sponsored benefits such as health insurance and PTO do not apply. Employment type: Freelance / Contract Workplace type: Remote Seniority level: Entry Level

Are you an English language expert eager to shape the future of AI? Large‑scale language models are evolving from clever chatbots into powerful engines of linguistic discovery. With high‑quality training data, tomorrow’s AI can democratize world‑class education, keep pace with cutting‑edge research, and streamline communication for English speakers everywhere. That training data begins with you—we need your expertise to help power the next generation of AI. We’re looking for English language specialists who live and breathe the intricacies of English grammar, syntax, morphology, semantics, phonetics, and pragmatics. You’ll challenge advanced language models on topics like sentence structure, verb tense and aspect, word usage, idiomatic expressions, pronunciation, and cultural context—documenting every failure mode so we can harden model reasoning. On a typical day, you will converse with the model on language scenarios, verify factual accuracy and logical soundness, capture reproducible error traces, and suggest improvements to our prompt engineering and evaluation metrics. A degree in English language, linguistics, or a closely related field is ideal; peer‑reviewed publications, teaching experience, or hands-on linguistic analysis projects signal fit. Clear, metacognitive communication—“showing your work”—is essential. Ready to turn your English language expertise into the knowledge base for tomorrow’s AI? Apply today and start teaching the model that will teach the world. We offer a pay range of $6-to- $65 per hour, with the exact rate determined after evaluating your experience, expertise, and geographic location. Final offer amounts may vary from the pay range listed above. As a contractor you’ll supply a secure computer and high‑speed internet; company‑sponsored benefits such as health insurance and PTO do not apply. Engagement type: Freelance / Contract Workplace type: Remote Seniority level: Entry Level

Are you an English language expert eager to shape the future of AI? Large‑scale language models are evolving from clever chatbots into powerful engines of linguistic discovery. With high‑quality training data, tomorrow’s AI can democratize world‑class education, keep pace with cutting‑edge research, and streamline communication for English speakers everywhere. That training data begins with you—we need your expertise to help power the next generation of AI. We’re looking for English language specialists who live and breathe the intricacies of English grammar, syntax, morphology, semantics, phonetics, and pragmatics. You’ll challenge advanced language models on topics like sentence structure, verb tense and aspect, word usage, idiomatic expressions, pronunciation, and cultural context—documenting every failure mode so we can harden model reasoning. On a typical day, you will converse with the model on language scenarios, verify factual accuracy and logical soundness, capture reproducible error traces, and suggest improvements to our prompt engineering and evaluation metrics. A degree in English language, linguistics, or a closely related field is ideal; peer‑reviewed publications, teaching experience, or hands-on linguistic analysis projects signal fit. Clear, metacognitive communication—“showing your work”—is essential. Ready to turn your English language expertise into the knowledge base for tomorrow’s AI? Apply today and start teaching the model that will teach the world. We offer a pay range of $6-to- $65 per hour, with the exact rate determined after evaluating your experience, expertise, and geographic location. Final offer amounts may vary from the pay range listed above. As a contractor you’ll supply a secure computer and high‑speed internet; company‑sponsored benefits such as health insurance and PTO do not apply. Engagement type: Freelance / Contract Workplace type: Remote Seniority level: Entry Level

Are you a Malay language expert eager to shape the future of AI? Large‑scale language models are evolving from clever chatbots into powerful engines of linguistic discovery. With high‑quality training data, tomorrow’s AI can democratize world‑class education, keep pace with cutting‑edge research, and streamline communication for Malay speakers everywhere. That training data begins with you—we need your expertise to help power the next generation of AI. We’re looking for Malay language specialists who live and breathe Malay grammar, syntax, morphology, phonetics, semantics, and pragmatics. You’ll challenge advanced language models on topics like noun declension, verb conjugation, sentence structure, word order, syntax variations, and regional dialects—documenting every failure mode so we can harden model reasoning. On a typical day, you will converse with the model on language scenarios, verify factual accuracy and logical soundness, capture reproducible error traces, and suggest improvements to our prompt engineering and evaluation metrics. A master’s or PhD in Malay language, linguistics, or a closely related field is ideal; peer‑reviewed publications, teaching experience, or hands‑on linguistic analysis projects signal fit. Clear, metacognitive communication—“showing your work”—is essential. Ready to turn your Malay language expertise into the knowledge base for tomorrow’s AI? Apply today and start teaching the model that will teach the world. We offer a pay range of $8-to- $65 per hour, with the exact rate determined after evaluating your experience, expertise, and geographic location. Final offer amounts may vary from the pay range listed above. As a contractor you’ll supply a secure computer and high‑speed internet; company‑sponsored benefits such as health insurance and PTO do not apply. Job title: Malay Language Specialist – AI Trainer Employment type: Contract Workplace type: Remote Seniority level: Mid‑Senior Level