Remote | Polish Audio Generalist Evaluator Expert — $50/hour - Full-time / Part-time

We are sharing a specialised part-time consulting opportunity for detail-oriented professionals with strong Polish and English language skills, transcription ability, critical thinking, and high-quality written communication. This role supports an exciting collaboration with a leading frontier AI research laboratory focused on improving advanced audio and language models through structured transcription, annotation, evaluation, and benchmarking workflows. Selected professionals will work on transcription, annotation, and evaluation tasks involving Polish audio and video content, helping advanced AI systems better understand linguistic nuance, formatting precision, instructional clarity, and high-quality language use across general consumer contexts. This opportunity is especially well-suited to candidates with strong academic or analytical backgrounds who are fluent in Polish and English and enjoy transforming complex audio and visual information into precise, well-structured text.

Key Responsibilities

Professionals in this role may contribute to: Audio & Video Transcription and Optimization Listen to, analyze, and transcribe audio and video content in Polish while following detailed constraints and instructions Produce high-quality written outputs in Polish, with supporting work in English when required Ensure clarity, accuracy, and strict adherence to formatting and stylistic guidelines Capture nuances such as tone, intent, formal versus informal register, and regional variations where relevant Rubric Development & Evaluation Standards Establish clear expectations for correct and high-quality responses in general consumer audio contexts Develop detailed evaluation rubrics and grading guidelines in Polish and English Document standards to ensure consistency across reviewers and model evaluations Identify linguistic nuances, grammatical complexities, and edge cases specific to Polish Model Testing, Benchmarking & QA Support Run prompts through language models and assess generated outputs Evaluate responses against predefined criteria for accuracy, completeness, fluency, and instructional clarity Provide structured feedback to improve model performance in Polish audio tasks Participate in QA and review cycles to ensure tasks, rubrics, and outputs meet quality standards before integration into official benchmarks Ideal Profile Strong candidates may have: Native or near-native fluency in Polish, both spoken and written, and professional fluency in English Strong writing, editing, and critical thinking skills The ability to accurately transcribe and analyze Polish audio content across general consumer contexts The ability to work independently, manage time effectively, and meet deadlines Availability to commit 10–20 hours per week Preferred qualifications College student or recent graduate status Background in linguistics, humanities, social sciences, journalism, or technical disciplines Prior experience with transcription, annotation, localization, evaluation, or research workflows in Polish Familiarity with dialectal variations and contemporary usage Interest in AI, language models, or applied research environments Why This Opportunity Contribute specialised Polish language and evaluation expertise to a cutting-edge AI collaboration Help improve advanced audio and language models through rigorous transcription, benchmarking, and QA work Work on high-impact evaluation workflows with strong relevance to real-world language understanding Flexible remote work with structured expectations and competitive hourly compensation Contract Details Independent contractor role Fully remote with flexible scheduling Hourly compensation of $50 per hour Minimum commitment of 10–20 hours per week Short-term structured engagement Projects may be extended, shortened, or concluded early depending on project needs and performance Weekly payments via Stripe or Wise Work will not involve access to confidential or proprietary information from any employer, client, or institution Please note: We are unable to support H1-B or STEM OPT candidates at this time Start date: Immediate About the Platform This opportunity is available through a leading AI-driven work platform that connects domain experts with frontier AI research projects. Experts contribute to improving advanced AI systems by providing specialised expertise across real-world workflows, structured evaluation, model training support, and domain-specific content validation. By submitting this application, you acknowledge that your information may be processed by 24-MAG LLC for recruitment and opportunity matching in accordance with our Privacy Policy: We are sharing a specialised part-time consulting opportunity for detail-oriented professionals with strong Polish and English language skills, transcription ability, critical thinking, and high-quality written communication. This role supports an exciting collaboration with a leading frontier AI research laboratory focused on improving advanced audio and language models through structured transcription, annotation, evaluation, and benchmarking workflows. Selected professionals will work on transcription, annotation, and evaluation tasks involving Polish audio and video content, helping advanced AI systems better understand linguistic nuance, formatting precision, instructional clarity, and high-quality language use across general consumer contexts. This opportunity is especially well-suited to candidates with strong academic or analytical backgrounds who are fluent in Polish and English and enjoy transforming complex audio and visual information into precise, well-structured text.

Key Responsibilities

Professionals in this role may contribute to: Audio & Video Transcription and Optimization Listen to, analyze, and transcribe audio and video content in Polish while following detailed constraints and instructions Produce high-quality written outputs in Polish, with supporting work in English when required Ensure clarity, accuracy, and strict adherence to formatting and stylistic guidelines Capture nuances such as tone, intent, formal versus informal register, and regional variations where relevant Rubric Development & Evaluation Standards Establish clear expectations for correct and high-quality responses in general consumer audio contexts Develop detailed evaluation rubrics and grading guidelines in Polish and English Document standards to ensure consistency across reviewers and model evaluations Identify linguistic nuances, grammatical complexities, and edge cases specific to Polish Model Testing, Benchmarking & QA Support Run prompts through language models and assess generated outputs Evaluate responses against predefined criteria for accuracy, completeness, fluency, and instructional clarity Provide structured feedback to improve model performance in Polish audio tasks Participate in QA and review cycles to ensure tasks, rubrics, and outputs meet quality standards before integration into official benchmarks Ideal Profile Strong candidates may have: Native or near-native fluency in Polish, both spoken and written, and professional fluency in English Strong writing, editing, and critical thinking skills The ability to accurately transcribe and analyze Polish audio content across general consumer contexts The ability to work independently, manage time effectively, and meet deadlines Availability to commit 10–20 hours per week Preferred qualifications College student or recent graduate status Background in linguistics, humanities, social sciences, journalism, or technical disciplines Prior experience with transcription, annotation, localization, evaluation, or research workflows in Polish Familiarity with dialectal variations and contemporary usage Interest in AI, language models, or applied research environments Why This Opportunity Contribute specialised Polish language and evaluation expertise to a cutting-edge AI collaboration Help improve advanced audio and language models through rigorous transcription, benchmarking, and QA work Work on high-impact evaluation workflows with strong relevance to real-world language understanding Flexible remote work with structured expectations and competitive hourly compensation Contract Details Independent contractor role Fully remote with flexible scheduling Hourly compensation of $50 per hour Minimum commitment of 10–20 hours per week Short-term structured engagement Projects may be extended, shortened, or concluded early depending on project needs and performance Weekly payments via Stripe or Wise Work will not involve access to confidential or proprietary information from any employer, client, or institution Please note: We are unable to support H1-B or STEM OPT candidates at this time Start date: Immediate About the Platform This opportunity is available through a leading AI-driven work platform that connects domain experts with frontier AI research projects. Experts contribute to improving advanced AI systems by providing specialised expertise across real-world workflows, structured evaluation, model training support, and domain-specific content validation. By submitting this application, you acknowledge that your information may be processed by 24-MAG LLC for recruitment and opportunity matching in accordance with our Privacy Policy: