Remote AI Workflow Evaluator — Management Consulting

AuraOne, Inc.; United States; Remote; USD 55,000 - 96,000; Part time

Job summary

AuraOne, Inc. is seeking a Management Consultant — AI Workflow Evaluator as a remote contractor to assess AI workflow evaluation outputs against a quality rubric. You will compare paired responses, label edge cases, and provide structured feedback to retrain models.

The role emphasizes clear reasoning, attention to detail, and documenting recurring failure modes for the modeling team, with US eligibility for remote work and an emphasis on consistency across large batches.

Qualifications

• Prior evaluation, annotation, or human-rater experience on management consultant AI workflow evaluation or adjacent content for Management Consultant — AI Workflow Evaluator work.
• 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.

Responsibilities

• Evaluate management consultant AI workflow evaluation model outputs against a versioned rubric and assign severity tags for 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

Management Consultant AI Workflow eval

Enterprise operations

AI evaluation

Rubric writing

Expert review

Job description

AuraOne, Inc. is seeking a Management Consultant — AI Workflow Evaluator as a remote contractor to assess AI workflow evaluation outputs against a quality rubric. You will compare paired responses, label edge cases, and provide structured feedback to retrain models.

The role emphasizes clear reasoning, attention to detail, and documenting recurring failure modes for the modeling team, with US eligibility for remote work and an emphasis on consistency across large batches.