Remote Strategic Planning Model Evaluator (Contractor)

AuraOne; United States; On-site; USD 55,104 - 82,656; Full time

Job summary

AuraOne is seeking a Strategic Planning Model Evaluation Specialist to remotely review prompts and responses against AuraOne's quality rubric. You will compare paired outputs, assign severity tags, and write rationale for retraining the modeling team.

This contractor role requires thorough attention to detail, clear written reasoning, and consistent rubric application across long batches. Remote-only, US-eligible, with compensation discussed after interview.

Qualifications

• Experience evaluating strategic planning model outputs or related content.
• Ability apply multi-page rubrics consistently across long batches.
• Clear written reasoning naming the issue and rubric clause.
• Strong attention to detail and ability to flag prompt problems.
• Reliable async availability (at least 10 hours/week).

Responsibilities

• Evaluate strategic planning model evaluation model outputs against a versioned rubric and assign severity tags for Strategic Planning Model Evaluation Specialist 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

Evaluation experience

Annotation

Rubrics familiarity

Written reasoning

Attention to detail

Async availability

Job description

AuraOne is seeking a Strategic Planning Model Evaluation Specialist to remotely review prompts and responses against AuraOne's quality rubric. You will compare paired outputs, assign severity tags, and write rationale for retraining the modeling team.

This contractor role requires thorough attention to detail, clear written reasoning, and consistent rubric application across long batches. Remote-only, US-eligible, with compensation discussed after interview.