PDF Annotation & Transcription Experts - Telugu

AuraOne, Inc.; United States; Remote; USD 15,000 - 21,000; Part time

Job summary

AuraOne, Inc. is seeking remote contractors to review pdf annotation transcription outputs for Telugu evaluation. You will compare model responses against a rubric, label issues, and craft precise rationales to guide retraining.

Applicants should have experience in evaluation or annotation, strong attention to detail, and the ability to work asynchronously at least 10 hours per week. This role pays $13 per hour and supports US eligibility for remote work.

Qualifications

• Prior evaluation, annotation, or human-rater experience on pdf annotation transcription experts telugu evaluation or adjacent content.
• 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 pdf annotation transcription experts telugu evaluation model outputs against a versioned rubric and assign severity tags.
• 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.

Skills

Model output evaluation

Rubric-based annotation

Severity tagging

Inter-rater calibration

PDF Annotation Transcription Experts -

Job description

PDF Annotation & Transcription Experts - Telugu is a remote evaluation track for reviewing pdf annotation transcription experts telugu 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 pdf annotation transcription experts telugu evaluation outputs into auditable labels, rationales, and regression cases for AuraOne Human Data.

Responsibilities

• Evaluate pdf annotation transcription experts telugu evaluation model outputs against a versioned rubric and assign severity tags for PDF Annotation & Transcription Experts - Telugu 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 pdf annotation transcription experts telugu evaluation or adjacent content for PDF Annotation & Transcription Experts - Telugu 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 pdf annotation transcription experts telugu 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
• PDF Annotation Transcription Experts Telugu evaluation

Work model

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

Compensation

$13 / hr

Prior evaluation, annotation, or human-rater experience on pdf annotation transcription experts telugu evaluation or adjacent content for PDF Annotation & Transcription Experts - Telugu 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.