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Human Data / Frontier Model Evaluation

Cybersecurity / IT GRC Evaluator

Cybersecurity / IT GRC Evaluator is a remote evaluation track for reviewing cybersecurity / it grc evaluation prompts and responses against AuraOne's quality rubric.

ContractorRemote — US-eligible$80–$120 / hr

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About the role

Cybersecurity / IT GRC Evaluator is a remote evaluation track for reviewing cybersecurity / it grc evaluation prompts and responses against AuraOne's quality rubric. Reviewers compare paired outputs, label edge cases, and write the kind of structured feedback the modeling team can use to retrain.

AI data reviewers help turn cybersecurity / it grc evaluation outputs into auditable labels, rationales, and regression cases for AuraOne Human Data.

Review frontier model outputs. Judge benchmark failures and calibrate other evaluators.

Responsibilities

Evaluate cybersecurity / it grc evaluation model outputs against a versioned rubric and assign severity tags for Cybersecurity / IT GRC 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.

Track: Evaluation & annotation
Work model: Remote · Independent specialist contractor
Compensation: $80–$120 / hr
Eligible from: US
Employer: AuraOne Human Data

Document recurring failure modes so the modeling team can target them in the next training run.

What you should bring

Prior evaluation, annotation, or human-rater experience on cybersecurity / it grc evaluation or adjacent content for Cybersecurity / IT GRC Evaluator work.
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.

Role signals

Example tasks

Compare two cybersecurity / it grc evaluation model responses to the same prompt and pick the stronger one with rationale.
Tag an unsafe response with the correct policy category and severity.
Audit a 50-row batch for rubric consistency and report drift to the program lead.
Propose a rubric clarification after spotting a recurring failure mode.

Useful experience

Background in linguistics, content moderation, or trust & safety review.
Experience with inter-rater agreement metrics and calibration cycles.
Domain expertise that lets you spot subject-matter errors automated checks miss.

Compensation and schedule

$80–$120 / hr

Expected arrangement: contractor, with program-defined task volume and review pacing. Placement depends on current program demand and reviewer confirmation.

Skills used in matching

Model output evaluation
Rubric-based annotation
Severity tagging
Inter-rater calibration
Cybersecurity / IT GRC evaluation

Application process

Submitting this form sends your application directly to the recruiting team for this specialist cohort.

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Cybersecurity / IT GRC Evaluator

About the role

Responsibilities

What you should bring

Role signals

Example tasks

Useful experience

Compensation and schedule

Skills used in matching

Application process

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