Remote Music Generation Quality Evaluator — Feedback

AuraOne; United States; On-site; USD 34,440,000 - 55,104,000; Full time

Job summary

AuraOne is seeking a remote Music Generation Quality Evaluator contractor. You will review model outputs against a versioned rubric, assign severity tags, and provide structured feedback to retrain the system.

You will compare paired responses, label issues, and capture ambiguous prompts for rubric updates. Responsibilities include maintaining calibration against gold standards weekly, and documenting recurring failure modes to guide future training runs.

Qualifications

• Experience evaluating music generation quality evaluation or adjacent content.
• Ability apply rubrics consistently across long batches.
• Clear written reasoning naming the issue and rubric clause.

Responsibilities

• Evaluate model outputs against a versioned 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 them for rubric updates.
• Calibrate reviewer-quality scores against gold-standard examples weekly.
• Document recurring failure modes for model-training iterations.

Skills

Model output evaluation

Rubric-based annotation

Severity tagging

Inter-rater calibration

Music Generation Quality evaluation

Creative review

Production quality

Design critique

Music

Generation

Education

Background in linguistics, content moderation, or trust & safety review

Job description

AuraOne is seeking a remote Music Generation Quality Evaluator contractor. You will review model outputs against a versioned rubric, assign severity tags, and provide structured feedback to retrain the system.

You will compare paired responses, label issues, and capture ambiguous prompts for rubric updates. Responsibilities include maintaining calibration against gold standards weekly, and documenting recurring failure modes to guide future training runs.