AI Chat Generalist — Business Workflow Review

AuraOne Human Data; United States; Remote; USD 34.000 - 49.000; Vollzeit

Zusammenfassung

AuraOne, Inc. is seeking an AI Chat Generalist — Business Workflow Review contractor to remotely review prompts and responses, label edge cases, and provide structured feedback for retraining. This role focuses on auditing outputs against a dynamic quality rubric and contributing to auditable regression data.

You will compare paired outputs, assign severity tags, and document recurring failure modes. Strong written reasoning and attention to detail are essential for success in this independent

Qualifikationen

• Prior evaluation, annotation, or human-rater experience on ai chat generalist evaluation or adjacent content for AI Chat Generalist — Business Workflow Review 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.

Aufgaben

• Evaluate ai chat generalist evaluation model outputs against a versioned rubric and assign severity tags for AI Chat Generalist — Business Workflow Review 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.

Kenntnisse

Model output evaluation

Rubric-based annotation

Severity tagging

Inter-rater calibration

AI Chat Generalist evaluation

Jobbeschreibung

AI Chat Generalist — Business Workflow Review is a remote evaluation track for reviewing ai chat generalist evaluation prompts and responses against AuraOne's quality rubric. Reviewers compare paired outputs, label edge cases, and write the kind of structured feedback the modeling team can use to retrain.

Why this role matters

AI data reviewers help turn ai chat generalist evaluation outputs into auditable labels, rationales, and regression cases for AuraOne Human Data.

Responsibilities

• Evaluate ai chat generalist evaluation model outputs against a versioned rubric and assign severity tags for AI Chat Generalist — Business Workflow Review 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.

Qualifications

• Prior evaluation, annotation, or human-rater experience on ai chat generalist evaluation or adjacent content for AI Chat Generalist — Business Workflow Review 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.

Example tasks

• Compare two ai chat generalist evaluation model responses to the same prompt and pick the stronger one with rationale.
• Tag an unsafe response with the correct policy category and severity.
• Audit a 50-row batch for rubric consistency and report drift to the program lead.
• Propose a rubric clarification after spotting a recurring failure mode.

Nice to have

• Background in linguistics, content moderation, or trust & safety review.
• Experience with inter-rater agreement metrics and calibration cycles.
• Domain expertise that lets you spot subject-matter errors automated checks miss.

Skills

• Model output evaluation
• Rubric-based annotation
• Severity tagging
• Inter-rater calibration
• AI Chat Generalist evaluation

Work model

Remote — US-eligible. Remote · Independent specialist contractor. Employment type: CONTRACTOR. Applicants must be authorized to work from US.

Compensation

$30 / hr

Prior evaluation, annotation, or human-rater experience on ai chat generalist evaluation or adjacent content for AI Chat Generalist — Business Workflow Review 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.