Remote Gujarati Transcription Evaluator & Feedback Expert

AuraOne; United States; Remote; USD 25,000 - 39,000; Full time

Job summary

AuraOne is seeking a Gujarati Transcription Expert for a remote evaluation track. This contractor role focuses on reviewing transcription prompts and responses against AuraOne's quality rubric, labeling edge cases, and providing structured feedback to help retrain the model.

You'll compare paired outputs, assign severity tags, document recurring issues, and calibrate against gold standards on a weekly cadence. The position requires clear written reasoning and reliable async availability.

Qualifications

• Clear written reasoning that names the issue and the rubric clause being applied.

Responsibilities

• Evaluate gujarati transcription evaluation model outputs against a versioned rubric and assign severity tags for Gujarati Transcription Expert assignments.
• Compare paired responses and pick the stronger answer with a written rationale.
• Label hallucinations, instruction-following failures, and unsafe content with structured tags.
• Capture ambiguous prompts and route them back to the program team for rubric updates.
• Maintain reviewer-quality scores by calibrating against gold-standard examples each week.
• Document recurring failure modes so the modeling team can target them in the next training run.

Skills

Model output evaluation

Rubric-based annotation

Severity tagging

Inter-rater calibration

Gujarati Transcription evaluation

Job description

AuraOne is seeking a Gujarati Transcription Expert for a remote evaluation track. This contractor role focuses on reviewing transcription prompts and responses against AuraOne's quality rubric, labeling edge cases, and providing structured feedback to help retrain the model.

You'll compare paired outputs, assign severity tags, document recurring issues, and calibrate against gold standards on a weekly cadence. The position requires clear written reasoning and reliable async availability.