PDF Annotation & Transcription Experts - Bengali

PDF Annotation \& Transcription Experts \- Bengali is a remote Bengali specialist track for evaluating bengali annotation outputs against native\-speaker standards. Reviewers spot fluency, register, and cultural\-context errors that automated checks miss, and write structured rationale that the modeling team can act on in the next training cycle. **Why this role matters** ------------------------- Multilingual model quality depends on reviewers who can read Bengali the way a native speaker does. AuraOne uses these reviewers to set the bar for tone, formality, and cultural register before a model ever ships to Bengali users. **Responsibilities** -------------------- * Evaluate Bengali model responses for fluency, accuracy, register, and cultural fit for PDF Annotation \& Transcription Experts \- Bengali assignments. * Compare paired bengali annotation outputs and pick the stronger response with a written rationale. * Flag hallucinations, code\-switching errors, and formality mismatches with task\-specific severity tags. * Capture native\-speaker edits that demonstrate the correct phrasing alongside each issue. * Calibrate against the AuraOne Bengali rubric in weekly reviewer\-quality cycles. * Surface ambiguous prompts back to the program team so the rubric can be sharpened. * Maintain reviewer notes that document tricky idioms, regionalisms, and emerging usage. **Qualifications** ------------------ * Native or near\-native Bengali fluency with strong written\-English ability for PDF Annotation \& Transcription Experts \- Bengali work. * Demonstrable experience editing, translating, or evaluating Bengali content. * Comfort applying multi\-page rubrics consistently across long evaluation batches. * Clear written reasoning that names the issue and the standard being applied. * Reliable async availability for at least 10 hours per week. * Prior model\-evaluation, annotation, or human\-rater experience is a plus. **Example tasks** ----------------- * Score a pair of Bengali responses to a customer\-support prompt and pick the better one with a 1\-2 sentence rationale. * Flag formality mismatches in bengali annotation outputs (T/V usage, honorifics, regional register). * Rewrite a model's Bengali response so it reads naturally and tag the original error category. * Audit a 50\-row evaluation batch for rubric consistency and surface drift back to the program lead. **Nice to have** ---------------- * Background in Bengali linguistics, journalism, or translation studies. * Experience with TMS tools, MQM error taxonomies, or other structured QA frameworks. * Familiarity with LLM evaluation rubrics and inter\-rater agreement workflows. **Skills** ---------- * Multilingual evaluation * Native\-speaker review * Rubric application * LLM output evaluation * Bengali annotation **Work model** -------------- Remote — US\-eligible. Remote · Independent specialist contractor. Employment type: CONTRACTOR. Applicants must be authorized to work from US.