Remote Benchmark Regression Evaluator (Contractor)

AuraOne; United States; On-site; USD 34,440 - 82,656; Part time

Job summary

AuraOne is seeking a Benchmark Regression Model Evaluation Specialist for a remote contractor track. You will review prompts and model outputs against AuraOne's rubric, labeling edge cases and providing structured feedback to retrain the model.

The role emphasizes written reasoning, tagging, and calibration across batches; it's US-remote, part-time contractor work with hourly compensation to be confirmed after interview.

Responsibilities

• Evaluate benchmark regression model evaluation outputs against a versioned rubric and assign severity tags.
• 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.

Job description

AuraOne is seeking a Benchmark Regression Model Evaluation Specialist for a remote contractor track. You will review prompts and model outputs against AuraOne's rubric, labeling edge cases and providing structured feedback to retrain the model.

The role emphasizes written reasoning, tagging, and calibration across batches; it's US-remote, part-time contractor work with hourly compensation to be confirmed after interview.