Remote QA & Model Output Validator for Browser Tests

AuraOne; United States; Remote; USD 41,000 - 83,000; Full time

Job summary

AI Trainer Jobs is seeking a remote QA / software engineering reviewer for browser test validation. You will evaluate model outputs against a quality rubric, label edge cases, and provide structured feedback to retrain the model.

This independent contractor role requires strong attention to detail, clear written reasoning, and the ability to work asynchronously for at least 10 hours weekly. Compensation ranges from $30 to $60 per hour, with program-defined task volume.

Qualifications

• Prior evaluation, annotation, or human-rater experience in QA / software engineering browser test validation.
• Ability to apply rubrics consistently across long batches.
• Clear written reasoning that names the issue and rubric clause.
• Reliable async availability for at least 10 hours per week.

Responsibilities

• Evaluate qa / software engineering browser test validation evaluation model outputs against a versioned rubric and assign severity tags for QA / Software Engineering Reviewer - Browser Test Validation 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.
• Review browser automation and multi-step search agents. Check whether sources hold up.

Skills

Model evaluation

Rubric-based annotation

Severity tagging

Inter-rater calibration

QA browser validation

Job description

AI Trainer Jobs is seeking a remote QA / software engineering reviewer for browser test validation. You will evaluate model outputs against a quality rubric, label edge cases, and provide structured feedback to retrain the model.

This independent contractor role requires strong attention to detail, clear written reasoning, and the ability to work asynchronously for at least 10 hours weekly. Compensation ranges from $30 to $60 per hour, with program-defined task volume.