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: