Mongolian Bilingual Expert

AuraOne; United States; Vor Ort; USD 34.000 - 62.000; Teilzeit

Zusammenfassung

AI Trainer Jobs is seeking a Mongolian Bilingual Expert for a remote evaluation track. You will review prompts and model outputs against a versioned rubric, label edge cases, and provide structured feedback for retraining.

The role emphasizes accuracy, clear reasoning, and weekly calibration with gold-standard examples. As an independent contractor, you will review frontier model outputs, compare pairs, and route ambiguous prompts to the program team.

Qualifikationen

• Experience evaluating bilingual or multilingual content.
• Ability applying rubrics consistently across long batches.
• Clear written reasoning naming issues and rubric clauses.
• Attention to detail and ability to flag problematic prompts.
• Reliable async availability for at least 10 hours per week.

Aufgaben

• Evaluate Mongolian bilingual evaluation outputs against rubric and assign severity tags.
• Compare paired responses and provide a rationale for the stronger answer.
• Label hallucinations, instruction-following failures, and unsafe content with tags.
• Capture ambiguous prompts and route for rubric updates.
• Calibrate reviewer quality against gold-standard examples weekly.

Kenntnisse

Linguistics

Content moderation

Trust & safety

Inter-rater calibration

Evaluation annotation

Jobbeschreibung

About the role

Mongolian Bilingual Expert is a remote evaluation track for reviewing mongolian 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.
AI data reviewers help turn mongolian bilingual 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 mongolian bilingual evaluation model outputs against a versioned rubric and assign severity tags for Mongolian 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.
  Track Evaluation & annotation Work model Remote · Independent specialist contractor Compensation Hourly rate confirmed after the interview process. Eligible from US

What you should bring

• Prior evaluation, annotation, or human-rater experience on mongolian bilingual evaluation or adjacent content for Mongolian 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.

Role signals

Example tasks

• Compare two mongolian 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.

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

Hourly rate confirmed after the interview process.
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
• Mongolian Bilingual evaluation

Application boundary

Creating a specialist profile records your experience and preferences. Starting role intake is a separate action that attaches this role to your candidate record.

Specialist intake

The intake preserves your chosen role, the visible terms, and source attribution for reviewer context.

• 01 Confirm profile and eligibility details.
• 02 Attach this role deliberately.
• 03 Receive a human review decision or follow-up.
  Placement timing depends on program demand and reviewer confirmation.