Food Delivery AI Response Evaluator

AuraOne, Inc.; United States; À distance; USD 34 000 - 62 000; Plein temps

Résumé du poste

AuraOne, Inc. is seeking a remote evaluator to review food delivery AI response evaluations. You will compare paired outputs, label issues, and provide structured feedback to help retrain the model according to AuraOne's rubric.

Ideal candidates have prior annotation experience, strong written reasoning, and the ability to work asynchronously for at least 10 hours weekly from the US. This contractor role emphasizes accuracy and consistency across long batches.

Qualifications

• Prior evaluation, annotation, or human-rater experience on food delivery ai response evaluation or adjacent content.
• 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.

Responsabilités

• Evaluate food delivery ai response evaluation model outputs against a versioned rubric and assign severity tags for Food Delivery AI Response Evaluator 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.

Connaissances

Model output evaluation

Rubric-based annotation

Severity tagging

Inter-rater calibration

Food Delivery AI Response evaluation

AI model evaluation

Description du poste

Food Delivery AI Response Evaluator is a remote evaluation track for reviewing food delivery ai response 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 food delivery ai response evaluation outputs into auditable labels, rationales, and regression cases for AuraOne Human Data.

Responsibilities

• Evaluate food delivery ai response evaluation model outputs against a versioned rubric and assign severity tags for Food Delivery AI Response Evaluator 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 food delivery ai response evaluation or adjacent content for Food Delivery AI Response Evaluator 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 food delivery ai response 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
• Food Delivery AI Response evaluation
• AI model evaluation

Work model

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

Compensation

Hourly rate confirmed after the interview process.

Prior evaluation, annotation, or human-rater experience on food delivery ai response evaluation or adjacent content for Food Delivery AI Response Evaluator 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.