Haitian Creole Bilingual Expert

AuraOne, Inc.; United States; Remote; USD 28.000 - 55.000; Vollzeit

Zusammenfassung

AuraOne, Inc. seeks a Haitian Creole Bilingual Expert to remotely evaluate model outputs against a quality rubric. You will label edge cases, assign severity tags, and provide structured feedback for retraining.

As a contractor, you will compare paired responses, document notable failures, and calibrate your assessments against gold-standard examples weekly, helping to improve data quality for Haitian Creole evaluation tasks.

Qualifikationen

• Prior evaluation, annotation, or human-rater experience on Haitian Creole bilingual evaluation or adjacent content.
• Ability to apply 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.

Aufgaben

• Evaluate Haitian Creole bilingual evaluation model outputs against a versioned rubric and assign severity tags for Haitian Creole Bilingual Expert 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.

Kenntnisse

Model output evaluation

Rubric-based annotation

Severity tagging

Inter-rater calibration

Haitian Creole bilingual evaluation

Jobbeschreibung

Haitian Creole Bilingual Expert is a remote evaluation track for reviewing haitian creole bilingual 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.

Why this role matters

AI data reviewers help turn haitian creole bilingual evaluation outputs into auditable labels, rationales, and regression cases for AuraOne Human Data.

Responsibilities

• Evaluate haitian creole bilingual evaluation model outputs against a versioned rubric and assign severity tags for Haitian Creole Bilingual Expert 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.

Qualifications

• Prior evaluation, annotation, or human-rater experience on haitian creole bilingual evaluation or adjacent content for Haitian Creole Bilingual Expert 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 haitian creole bilingual 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.

Nice to have

• 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.

Skills

• Model output evaluation
• Rubric-based annotation
• Severity tagging
• Inter-rater calibration
• Haitian Creole Bilingual evaluation

Work model

Remote — US-eligible. Remote · Independent specialist contractor. Employment type: CONTRACTOR. Applicants must be authorized to work from US.

Compensation

Hourly rate confirmed after the interview process.

Prior evaluation, annotation, or human-rater experience on haitian creole bilingual evaluation or adjacent content for Haitian Creole Bilingual Expert 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.