Remote Cross-Modal QA Specialist (Contractor)

AuraOne; United States; On-site; USD 34,440 - 55,104; Full time

Job summary

AuraOne seeks a Cross-Modal Retrieval Dataset QA Specialist for remote evaluation work. You will review model outputs, label edge cases, and provide structured feedback to help retrain the modeling team.

This contractor role requires strong attention to detail and the ability to apply complex rubrics consistently across multiple prompts. Remote work is US-eligible, with an hourly compensation discussed after interviews.

Qualifications

• Prior evaluation, annotation, or human-rater experience on cross-modal QA evaluation or similar tasks.
• Ability to apply multi-page rubrics consistently across large batches.
• Clear written reasoning naming the issue and applicable rubric clause.

Responsibilities

• Evaluate model outputs against a versioned rubric and assign severity tags.
• Compare paired responses and select the stronger answer with written rationale.
• Label hallucinations, instruction-following failures, and unsafe content with structured tags.
• Capture ambiguous prompts and route to the program team for rubric updates.
• Maintain reviewer-quality scores by calibrating against gold-standard examples weekly.
• Document recurring failure modes for future training iterations.

Skills

Model eval

Rubric annotation

Severity tagging

Inter-rater calibration

Multimodal eval

Cross-modal reasoning

Grounding review

Job description

AuraOne seeks a Cross-Modal Retrieval Dataset QA Specialist for remote evaluation work. You will review model outputs, label edge cases, and provide structured feedback to help retrain the modeling team.

This contractor role requires strong attention to detail and the ability to apply complex rubrics consistently across multiple prompts. Remote work is US-eligible, with an hourly compensation discussed after interviews.