Talent.com
Mercor
Remote PDF Annotation & Transcription Experts – Gujarati - AI Trainer ($12.68-$12.68 per hour)Mercor • Murrieta, California, US
Remote PDF Annotation & Transcription Experts – Gujarati - AI Trainer ($12.68-$12.68 per hour)

Remote PDF Annotation & Transcription Experts – Gujarati - AI Trainer ($12.68-$12.68 per hour)

Mercor • Murrieta, California, US
1 day ago
Salary
$12.68 hourly
Job type
  • Full-time
  • Remote
Job description
  • Fluent Language Skills Required : Gujarati. Native fluency in Gujarati, including full command of Gujarati script and orthography, is required for this position. All annotation and transcription work is performed in Gujarati. Why This Role Exists Document understanding breaks down fastest in the languages that parsing and vision-language models rarely see. This project builds training data for exactly those languages : Gujarati, alongside four other Indic scripts, Japanese and Korean. Each task takes a real, publicly available PDF page and produces a complete structural map of that page, paired with a faithful transcription of every text region in the original script. The dataset deliberately concentrates on the material models handle worst : handwriting, dense multi-column layouts, tables, diagrams, and mixed-script pages. Documents are drawn from newspapers, textbooks, examinations, and everyday formats such as flyers, forms, manuals, menus, brochures, notices and worksheets, so that the corpus reflects the real diversity of Gujarati documents rather than a narrow band of easily parsed ones. Delivered work is human-authored throughout. Component identification, component typing, reading order and all transcription are performed by people, not generated by parsing models. What You'll Do - Source documents : find a publicly accessible Gujarati PDF in an assigned document type, containing at least one multimodal element (images, tables, diagrams, or handwriting), and record where you obtained it - Annotate structure : identify and bound every meaningful region of the page - document title, section heading, paragraph, list, table, figure, diagram, caption, formula, question, answer field - and assign each a component type and a reading-order index - Record relationships : link each region to the figure or table it belongs to through a parent component identifier - Transcribe faithfully : reproduce all text exactly as it appears in Gujarati script, including handwritten content, flagging any region where the source is not legible - Capture page metadata : language, document type, source, page dimensions, and flags for tables, formulas and handwriting - Review a colleague's work : every task is reviewed end to end by a second Gujarati expert, and experienced annotators take on that review Who You Are - You are a native Gujarati speaker with full command of the script, its diacritics and its conjunct forms - You have worked with documents : annotation, transcription, translation, localization, subtitling, proofreading, journalism, or regional-language data review - You are exact : character-level accuracy matters more here than speed, and a single wrong diacritic is a defect - You are systematic : you apply a taxonomy consistently across hundreds of pages rather than improvising per document - You are comfortable with unfamiliar layouts : multi-column newspapers, exam papers, handwritten forms Nice-to-Have Specialties - Regional-language AI data : annotation, labeling, grading, or bilingual evaluation for training datasets - Transcription and localization : MTPE, subtitling, bilingual QA, OCR correction or post-editing - Document production : typesetting, copy-editing, proofreading, or digitization of Gujarati-language material - Script and encoding : Unicode normalization, Gujarati input methods, numeral-form and character-form accuracy What Success Looks Like - Every meaningful region on the page is captured, correctly bounded and correctly typed - Reading order reflects how the page is actually read, including across columns - Transcriptions match the source character for character, in Gujarati script rather than transliteration - Your tasks pass second-expert review the first time - The documents you bring in add layout diversity rather than repeating templates already in the corpus Why Join Mercor - Build the training data that makes document AI work in scripts it currently handles badly - Work from real published Gujarati documents rather than synthetic or templated pages - Quality leads on this project : accuracy is the first measure, with handling time tracked alongside it
Create a job alert for this search

Remote PDF Annotation & Transcription Experts – Gujarati - AI Trainer ($12.68-$12.68 per hour) • Murrieta, California, US

Similar jobs

Flexible remote AI work. Your schedule. Paid weekly, straight to your bank account.

Meridian.aiOceanside, CA, US
Remote
Full-time

Review and label digital content including text, images, and documents.Every task you complete helps improve how technology interprets information and performs in practical settings.Detail-oriented... Show more

 • Promoted • New!

Product Tester – Remote with No Experience Required

OCPAVista, California, US
$18.00 hourly
Remote
Part-time +1

Product Testers are wanted to work from home in the UK to fulfill upcoming contracts with local and international companies.We guarantee 15-25 hours per week with an hourly pay of between £18/hr.Th... Show more

 • Promoted

Remote Data Entry - Product Support - $45 per hour

GL Inc.Fallbrook, California
$45.00 hourly
Remote
Part-time +1

Product Testers are wanted to work from home nationwide in the US to fulfill upcoming contracts with national and international companies.We guarantee 15-25 hours per week with an hourly pay of bet... Show more

 • Promoted

Remote Product Tester

OCPACamp Pendleton South, California, US
$18.00 hourly
Remote
Part-time +1

Product Testers are wanted to work from home in the UK to fulfill upcoming contracts with local and international companies.We guarantee 15-25 hours per week with an hourly pay of between £18/hr.Th... Show more

 • Promoted

Work-From-Home Online Product Tester - $45 per hour

Online Consumer Panels AmericaVista, California, US
$45.00 hourly
Remote
Part-time +1

Product Testers are wanted to work from home nationwide in the US to fulfill upcoming contracts with national and international companies.We guarantee 15-25 hours per week with an hourly pay of bet... Show more

 • Promoted

Work from Home Product Testing $25-$45 per hour

OCPAFallbrook, California, US
$25.00–$45.00 hourly
Remote
Part-time +1

Product Testers are wanted to work from home in the UK to fulfill upcoming contracts with local and international companies.We guarantee 15-25 hours per week with an hourly pay of between £18/hr.Th... Show more

 • Promoted

Work-From-Home Product Beta Tester - $45 per hour

Great LionVista, California
$45.00 hourly
Remote
Part-time +1

Product Testers are wanted to work from home nationwide in the US to fulfill upcoming contracts with national and international companies.We guarantee 15-25 hours per week with an hourly pay of bet... Show more

 • Promoted

Remote Product Tester - $25-45 per hour

Online Consumer Panels AmericaFallbrook, California, US
$25.00–$45.00 hourly
Remote
Part-time +1

Product Testers are wanted to work from home nationwide in the US to fulfill upcoming contracts with national and international companies.We guarantee 15-25 hours per week with an hourly pay of bet... Show more

 • Promoted

Product Tester – Remote

OCPAFallbrook, California, US
$18.00 hourly
Remote
Part-time +1

Product Testers are wanted to work from home in the UK to fulfill upcoming contracts with local and international companies.We guarantee 15-25 hours per week with an hourly pay of between £18/hr.Th... Show more

 • Promoted

Remote - Test Products - $25-$45 per hour

OCPAVista, California, US
$25.00–$45.00 hourly
Remote
Part-time +1

Product Testers are wanted to work from home in the UK to fulfill upcoming contracts with local and international companies.We guarantee 15-25 hours per week with an hourly pay of between £18/hr.Th... Show more