Remote Bengali Transcription Quality Reviewer

AuraOne; United States; Remote; USD 28,000 - 48,000; Full time

Job summary

AuraOne is seeking a Bengali Transcription Expert for remote evaluation of Bengali prompts and responses. You will review model outputs against a quality rubric, label issues, and provide structured feedback to help retrain the model.

Applicants should demonstrate experience in Bengali generalist evaluation, strong written reasoning, and reliable weekly availability for remote contractor work. Compensation is hourly and discussed after interview.

Qualifications

• Experience evaluating Bengali generalist outputs using rubrics.
• Ability to apply rubrics consistently across long batches.
• Clear written reasoning citing rubric clauses.

Responsibilities

• Evaluate Bengali generalist model outputs against a rubric and assign severity tags.
• Compare paired responses and select the stronger answer with rationale.
• Label hallucinations, instruction-following failures, and unsafe content with tags.
• Capture ambiguous prompts and route to the program team.
• Calibrate reviewer quality against gold-standard examples weekly.
• Document recurring failure modes for future training.

Skills

Model output evaluation

Rubric-based annotation

Severity tagging

Inter-rater calibration

Bengali generalist evaluation

Job description

AuraOne is seeking a Bengali Transcription Expert for remote evaluation of Bengali prompts and responses. You will review model outputs against a quality rubric, label issues, and provide structured feedback to help retrain the model.

Applicants should demonstrate experience in Bengali generalist evaluation, strong written reasoning, and reliable weekly availability for remote contractor work. Compensation is hourly and discussed after interview.