Remote AI Evaluation Engineer - Agentic Search Systems

AuraOne; United States; On-site; USD 110,000 - 207,000; Full time

Job summary

AuraOne is seeking a remote contractor to evaluate software engineer agentic search model outputs against a quality rubric. You will label edge cases, provide rationales, and generate regression cases for auditing human data.

Responsibilities include comparing responses, tagging issues, and identifying recurring failures to guide improvements. This role requires strong written communication and a reliable weekly availability schedule.

Qualifications

• Prior evaluation, annotation, or human-rater experience on software engineer agentic search systems evaluation.
• 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 model outputs against a versioned rubric and tag severity for assignments.
• Compare paired responses and select the stronger answer with a 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 to inform the next training run.

Skills

Model output evaluation

Rubric-based annotation

Severity tagging

Inter-rater calibration

Software Engineer Agentic Search

Job description

AuraOne is seeking a remote contractor to evaluate software engineer agentic search model outputs against a quality rubric. You will label edge cases, provide rationales, and generate regression cases for auditing human data.

Responsibilities include comparing responses, tagging issues, and identifying recurring failures to guide improvements. This role requires strong written communication and a reliable weekly availability schedule.