Generalist Expert (UK/Europe)

AuraOne; United States; Remote; USD 69,000 - 96,000; Part time

Benefits offered by this job

Remote work

Contractor arrangement

Job summary

AuraOne seeks a Generalist Expert (UK/Europe) to remotely review prompts and responses against its quality rubric. You will compare outputs, label issues, and provide structured feedback for retraining efforts.

As a contractor, you will evaluate model results, identify edge cases, and write clear rationales that map to rubric clauses. Reliable async availability of at least 10 hours per week is expected.

Qualifications

• Prior evaluation, annotation, or human-rater experience on generalist evaluation or adjacent content for Generalist Expert (UK/Europe) 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.

Responsibilities

• Evaluate generalist evaluation model outputs against a versioned rubric and assign severity tags for Generalist Expert (UK/Europe) 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.

Skills

Model output evaluation

Rubric-based annotation

Severity tagging

Inter-rater calibration

Generalist evaluation

Job description

Generalist Expert (UK/Europe) is a remote evaluation track for reviewing generalist 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.

Category: Frontier Model Evaluation Pay: $50–$70 / hr Location: Remote — US-eligible Contractor

Generalist Expert (UK/Europe) is a remote evaluation track for reviewing generalist evaluation prompts and responses against AuraOne's quality rubric.

Role details

About the role

Generalist Expert (UK/Europe) is a remote evaluation track for reviewing generalist evaluation prompts and responses against AuraOne's quality rubric.
AI data reviewers help turn generalist 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 generalist evaluation model outputs against a versioned rubric and assign severity tags for Generalist Expert (UK/Europe) 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.

What you should bring

• Prior evaluation, annotation, or human-rater experience on generalist evaluation or adjacent content for Generalist Expert (UK/Europe) 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.

Example tasks

• Compare two generalist 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

$50–$70 / 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
• Generalist evaluation