Remote Visual QA Dataset QA Specialist

AuraOne; United States; Remote; USD 55,104 - 110,208; Part time

Job summary

AuraOne seeks a remote QA Specialist to review visual question answering prompts and model outputs against a quality rubric, labeling edge cases and providing structured feedback. This contractor role supports the evaluation of outputs for auditable labels, rationales, and regression cases for AuraOne Human Data.

The position involves comparing responses, tagging issues, and documenting recurring failures to guide retraining efforts.

Qualifications

• Prior evaluation, annotation, or human-rater experience on VQA datasets.
• Ability to 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 for at least 10 hours per week.

Responsibilities

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

Skills

Model eval

Rubric annotation

Severity tagging

Inter-rater calibration

VQA evaluation

Multimodal eval

Cross-modal reasoning

Grounding review

Visual

Question

Answering

Job description

AuraOne seeks a remote QA Specialist to review visual question answering prompts and model outputs against a quality rubric, labeling edge cases and providing structured feedback. This contractor role supports the evaluation of outputs for auditable labels, rationales, and regression cases for AuraOne Human Data.

The position involves comparing responses, tagging issues, and documenting recurring failures to guide retraining efforts.