PDF Annotation & Transcription Experts - Korean

AI Trainer Jobs; United States; Remote; USD 70,000 - 90,000; Part time

Job summary

AI Trainer Jobs is seeking contractors for a remote Korean language evaluation track. You will assess Korean responses for fluency, tone, and cultural accuracy, and provide structured rationales to guide model improvements.

This role prioritizes native-level Korean skills and precise English writing for reporting. You will review outputs, apply rubrics consistently, flag issues such as hallucinations or formality mismatches, and draft native-speaker edits with clear justifications.

Qualifications

• Native or near-native Korean fluency with strong written-English ability.
• Experience editing, translating, or evaluating Korean content.
• Comfort applying rubrics consistently across long evaluation batches.

Responsibilities

• Evaluate Korean model responses for fluency, accuracy, register, and cultural fit.
• Compare paired Korean outputs and select the stronger with written rationale.
• Flag hallucinations, code-switching, and formality mismatches with severity tags.
• Capture native-speaker edits demonstrating correct phrasing with issues and standards.

Skills

Korean fluency

Written English ability

Attention to detail

Education

Korean linguistics or translation background

Tools

TMS tools

MQM taxonomies

Job description

PDF Annotation & Transcription Experts - Korean is a remote Korean specialist track for evaluating korean annotation outputs against native-speaker standards. Reviewers spot fluency, register, and cultural-context errors that automated checks miss, and write structured rationale that the modeling team can act on in the next training cycle.

Category: Language, Localization & Culture · Pay: $34 / hr · Location: Remote — US-eligible · Contractor

PDF Annotation & Transcription Experts - Korean is a remote Korean specialist track for evaluating korean annotation outputs against native-speaker standards.

About the role

PDF Annotation & Transcription Experts - Korean is a remote Korean specialist track for evaluating korean annotation outputs against native-speaker standards. Reviewers spot fluency, register, and cultural-context errors that automated checks miss, and write structured rationale that the modeling team can act on in the next training cycle.
Multilingual model quality depends on reviewers who can read Korean the way a native speaker does. AuraOne uses these reviewers to set the bar for tone, formality, and cultural register before a model ever ships to Korean users.
Review translation and localization work. Dialect and cultural context matter here.

Responsibilities

• Evaluate Korean model responses for fluency, accuracy, register, and cultural fit for PDF Annotation & Transcription Experts - Korean assignments.
• Compare paired korean annotation outputs and pick the stronger response with a written rationale.
• Flag hallucinations, code-switching errors, and formality mismatches with task-specific severity tags.
• Capture native-speaker edits that demonstrate the correct phrasing alongside each issue.

Role details

Track Language evaluation Work model Remote · Independent specialist contractor Compensation $34 / hr Eligible from US

What you should bring

• Native or near-native Korean fluency with strong written-English ability for PDF Annotation & Transcription Experts - Korean work.
• Demonstrable experience editing, translating, or evaluating Korean content.
• Comfort applying multi-page rubrics consistently across long evaluation batches.
• Clear written reasoning that names the issue and the standard being applied.
• Reliable async availability for at least 10 hours per week.
• Prior model-evaluation, annotation, or human-rater experience is a plus.

Role signals

Example tasks

• Score a pair of Korean responses to a customer-support prompt and pick the better one with a 1-2 sentence rationale.
• Flag formality mismatches in korean annotation outputs (T/V usage, honorifics, regional register).
• Rewrite a model's Korean response so it reads naturally and tag the original error category.
• Audit a 50-row evaluation batch for rubric consistency and surface drift back to the program lead.

Useful experience

• Background in Korean linguistics, journalism, or translation studies.
• Experience with TMS tools, MQM error taxonomies, or other structured QA frameworks.
• Familiarity with LLM evaluation rubrics and inter-rater agreement workflows.

Compensation and schedule

$34 / 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

• Multilingual evaluation
• Native-speaker review
• Rubric application
• LLM output evaluation
• Korean annotation

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

• - 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.