Remote AI Research & Citation Evaluator

AuraOne; United States; On-site; USD 28,000 - 50,000; Full time

Job summary

AuraOne is seeking remote Scientific Research and Citation Evaluator contractors to assess model outputs against a versioned rubric. You will label edge cases, provide structured feedback, and help calibrate reviewers on a weekly basis.

Ideal candidates have experience in scientific evaluation, rubric-based annotation, and strong attention to detail, with at least 10 hours per week available. This is a contractor role with US eligibility via remote work.

Qualifications

• Prior evaluation, annotation, or human-rater experience in scientific research and citation 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.

Responsibilities

• Evaluate scientific research and citation evaluation model outputs against a versioned rubric and assign severity tags for Scientific Research and Citation 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.

Skills

Model output evaluation

Rubric-based annotation

Severity tagging

Inter-rater calibration

Scientific eval

Advanced math

AI evaluation

Rubric writing

Expert review

Job description

AuraOne is seeking remote Scientific Research and Citation Evaluator contractors to assess model outputs against a versioned rubric. You will label edge cases, provide structured feedback, and help calibrate reviewers on a weekly basis.

Ideal candidates have experience in scientific evaluation, rubric-based annotation, and strong attention to detail, with at least 10 hours per week available. This is a contractor role with US eligibility via remote work.