MSA Transcription & Evaluation Specialist (Remote)

AuraOne, Inc.; United States; Remote; USD 34,000 - 55,000; Full time

Job summary

AuraOne, Inc. invites an Arabic (MSA) Transcription Expert to join a remote evaluation track. You will review arabic prompts and responses, apply the quality rubric, and generate structured feedback to retrain models.

This contractor role requires strong attention to detail, ability to annotate across long batches, and clear written reasoning summarizing rubric clauses. Availability of at least 10 hours weekly and asynchronous collaboration are expected.

Qualifications

• Prior evaluation, annotation, or human-rater experience on arabic generalist evaluation or adjacent content for Arabic (MSA) Transcription Expert work.
• Comfort applying multi-page rubrics consistently across long batches.
• Clear written reasoning that names the issue and the rubric clause being applied.
• Strong attention to detail and the ability to flag when a prompt itself is the problem.
• Reliable async availability for at least 10 hours per week.

Responsibilities

• Evaluate arabic generalist evaluation model outputs against a versioned rubric and assign severity tags for Arabic (MSA) 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

Arabic generalist evaluation

Job description

AuraOne, Inc. invites an Arabic (MSA) Transcription Expert to join a remote evaluation track. You will review arabic prompts and responses, apply the quality rubric, and generate structured feedback to retrain models.

This contractor role requires strong attention to detail, ability to annotate across long batches, and clear written reasoning summarizing rubric clauses. Availability of at least 10 hours weekly and asynchronous collaboration are expected.