Remote Punjabi Transcription Quality Analyst

AuraOne, Inc.; United States; Remote; USD 28,000 - 50,000; Part time

Job summary

AuraOne, Inc. is seeking a remote Punjabi Transcription Expert to evaluate model outputs and apply a versioned rubric with clear rationales. You will compare paired responses, label issues, and capture ambiguity to help retrain the system.

The role requires strong attention to detail, prior annotation experience, and reliable async availability for at least 10 hours per week in a remote contractor setting.

Qualifications

• Prior evaluation, annotation, or human-rater experience on punjabi transcription evaluation or adjacent content for Punjabi Transcription 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.

Responsibilities

• Evaluate punjabi transcription evaluation model outputs against a versioned rubric and assign severity tags for Punjabi Transcription 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.

Skills

Punjabi transcription evaluation

Rubric-based annotation

Severity tagging

Inter-rater calibration

Model output evaluation

Job description

AuraOne, Inc. is seeking a remote Punjabi Transcription Expert to evaluate model outputs and apply a versioned rubric with clear rationales. You will compare paired responses, label issues, and capture ambiguity to help retrain the system.

The role requires strong attention to detail, prior annotation experience, and reliable async availability for at least 10 hours per week in a remote contractor setting.