Bengali Document Specialist - Fully Remote

Mercor; Wien; Remote; EUR 17.000 - 28.000; Vollzeit

Zusammenfassung

Mercor is seeking precise Bengali annotators to structure and transcribe Bengali documents. You will identify and bound every meaningful region, assign types and reading order, and ensure character-accurate transcription in Bengali.

Tasks involve reviewing pages for legibility, tagging relationships, and producing metadata for each page. A second Bengali expert will review every submission to maintain quality.

Qualifikationen

• Native Bengali speaker with full command of Bengali script and orthography.
• Experience with document annotation, transcription, translation, localization, or QA is preferred.
• Character-level accuracy and careful verification are essential.

Aufgaben

• Open and verify Bengali pages are legible and content-rich.
• Annotate and bound all meaningful regions with types and reading order.
• Link regions to parent figures or tables as needed.
• Transcribe faithfully in Bengali script, flagging unreadable areas.
• Record page metadata including language, type, and layout features.
• Review colleague work through second-expert verification.

Kenntnisse

Bengali proficiency

Native script mastery

Attention to detail

Systematic workflow

Jobbeschreibung

Fluent Language Skills Required:

Bengali. Native fluency in Bengali, including full command of Bengali script and orthography, is required for this position. All annotation and transcription work is performed in Bengali.

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: Bengali, 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 Bengali 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

• Open and check a task: pages are provided, so you do not source documents yourself. We find the PDFs and upload them for you. Before annotating, confirm the page is in Bengali, is legible, has real content, and shows no personal details

• 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 Bengali 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 Bengali expert, and experienced annotators take on that review

Who You Are

• You are a native Bengali 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 Bengali-language material

• Script and encoding: Unicode normalization, Bengali 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 Bengali script rather than transliteration

• Your tasks pass second-expert review the first time

• Unsuitable pages are flagged up front rather than after thirty minutes of work

Why Join Mercor

• Build the training data that makes document AI work in scripts it currently handles badly

• Work from real published Bengali documents rather than synthetic or templated pages

• Quality leads on this project: accuracy is the first measure, with handling time tracked alongside it