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Mercor is seeking native Gujarati speakers for document annotation and transcription work. You will identify, bound, and label every meaningful region in Gujarati PDFs, ensuring precise reading order and relationships to figures or tables.You will faithfully reproduce Gujarati text, flag illegible areas, and document metadata. Collaboration includes peer...

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....

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...

Fluent Language Skills Required: Odia. Native fluency in Odia (Oriya), including full command of Odia script and orthography, is required for this position. All annotation and transcription work is performed in Odia. Why This Role Exists Document understanding breaks down fastest in the languages that parsing and vision-language models rarely see. This...

Fluent Language Skills Required: Telugu. Native fluency in Telugu, including full command of Telugu script and orthography, is required for this position. All annotation and transcription work is performed in Telugu. Why This Role Exists Document understanding breaks down fastest in the languages that parsing and vision-language models rarely see. This...

Fluent Language Skills Required: Malayalam. Native fluency in Malayalam, including full command of Malayalam script and orthography, is required for this position. All annotation and transcription work is performed in Malayalam.Why This Role ExistsDocument understanding breaks down fastest in the languages that parsing and vision-language models rarely see....

Fluent Language Skills Required: Korean. Native fluency in Korean, including full command of Hangul, is required for this position. All annotation and transcription work is performed in Korean.Why This Role ExistsDocument understanding breaks down fastest in the languages that parsing and vision-language models rarely see. This project builds training data...

Mercor is seeking meticulous Malayalam annotators to build training data for multilingual document AI. You will work with real Malayalam PDFs containing handwritten, multi-column layouts, diagrams, and forms. Tasks require exact transcription in Malayalam and precise structure bounding, with strict review by a second Malayalam expert.Experience with regional...

Fluent Language Skills Required: Japanese. Native fluency in Japanese, including full command of kanji, hiragana and katakana, is required for this position. All annotation and transcription work is performed in Japanese. Why This Role Exists Document understanding breaks down fastest in the languages that parsing and vision-language models rarely see. This...

Mercor is building training data for Bengali documents, focusing on handwriting, dense column layouts, tables, and mixed scripts. You will annotate structure, bound regions, and assign reading order while ensuring faithful Bengali transcription.You will also capture metadata and verify work through peer review to maintain high quality across hundreds of...

Fluent Language Skills Required: Japanese. Native fluency in Japanese, including full command of kanji, hiragana and katakana, is required for this position. All annotation and transcription work is performed in Japanese. Why This Role Exists Document understanding breaks down fastest in the languages that parsing and vision-language models rarely see. This...

Mercor in Oslo seeks a native Telugu speaker to join its data annotation team. You will work with real Telugu documents, including handwritten and multi-column layouts, performing careful transcription and structural tagging to create high-quality training data.You will identify and bound regions, assign types and reading order, record relationships to...

Obsidian is seeking a native Korean speaker to annotate and transcribe Korean-language documents for a data-curation project. You will bound regions, assign types, and ensure character-level accuracy across complex layouts including multi-column pages and handwritten content.Candidates should have experience with transcription/editorial work or AI training...

Mercor is seeking a meticulous Japanese annotator to build training data for document AI. You will locate publicly accessible Japanese PDFs with multimodal elements, bound page regions, and maintain exact transcription including kanji, furigana, and handwritten content.The role demands native-level fluency, proven experience in transcription/ editorial...

Mercor is seeking an Odia language annotation specialist to build training data for document AI. You will identify and bound page regions, assign reading order, and transcribe all text in Odia script with precision. You will verify work through peer-review and ensure layout diversity in collected documents.Successful candidates will have native Odia...

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...

Fluent Language Skills Required: Odia. Native fluency in Odia (Oriya), including full command of Odia script and orthography, is required for this position. All annotation and transcription work is performed in Odia. Why This Role Exists Document understanding breaks down fastest in the languages that parsing and vision-language models rarely see. This...

Fluent Language Skills Required: Telugu. Native fluency in Telugu, including full command of Telugu script and orthography, is required for this position. All annotation and transcription work is performed in Telugu. Why This Role Exists Document understanding breaks down fastest in the languages that parsing and vision-language models rarely see. This...

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....

Fluent Language Skills Required: Malayalam. Native fluency in Malayalam, including full command of Malayalam script and orthography, is required for this position. All annotation and transcription work is performed in Malayalam.Why This Role ExistsDocument understanding breaks down fastest in the languages that parsing and vision-language models rarely see....