Malayalam PDF Annotation and Transcription Expert
Help improve document-understanding AI by annotating page layouts and transcribing Malayalam PDFs with character-level precision. This remote freelance role pays $12.68 per hour.
Posted Sep 2, 2026
Review 10,000 shoppable social video transcripts and classify roughly 30 sales-related features, including urgency and discount mentions. This remote, part-time contractor project requires strong English skills and 20+ hours per week.
General Annotation
$425 fixed price
Compensation
Worldwide
Eligibility
Intermediate
Experience
Oct 23, 2024
Posted
Open worldwide
OpenTrain AI is the hiring and contracting organization for this role. OpenTrain is the #1 platform for finding and building careers in AI training and data labeling, helping people discover opportunities to teach and improve artificial intelligence.
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AI training is the human work behind modern artificial intelligence. People review text, audio, images, and video to prepare examples that help AI systems understand language, recognize patterns, and produce more useful results.
In this project, your careful transcript judgments will contribute to structured training data for systems that analyze shoppable video content and sales-related language.
As a Shoppable Video Transcript Labeling Specialist, you will review transcripts from shoppable videos on social media. The project requires labeling 10,000 video transcripts to indicate whether specific video features are present or absent.
You will assess approximately 30 features, such as urgency or mentions of discounts. Because many labels depend on subtle wording and context, a very strong command of English is essential.
You will work with transcript-based annotation tasks in OpenTrain's internal proprietary tooling. The work includes classification and related labeling activities used for entity recognition and fine-tuning data.
This project is designed for intermediate-level contributors who can interpret written English accurately and consistently. The central requirement is the ability to recognize subtle meaning in transcript content.
AI training and data labeling offer flexible ways to build experience in a rapidly growing technology industry. Contributors help shape how AI models understand and respond to real-world language while working remotely.
This project is a fit for someone who enjoys close reading, language nuance, and structured classification work involving social media commerce content.
This is a part-time contractor project with a fixed price of $425. The expected time commitment is 20 or more hours per week, and the assigned data consists of shoppable video transcripts from social media.
Work is completed using OpenTrain's internal proprietary labeling tooling.
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