Remote Hindi Language Evaluation Specialist

AuraOne, Inc.; United States; Remote; USD 34,000 - 55,000; Part time

Job summary

This contractor role requires strong attention to detail and clear written reasoning, with reliable async availability of at least 10 hours per week. You will label issues, tag severity, calibrate against gold standards, and help identify recurring failure modes for the next training run.

Qualifications

• Prior evaluation, annotation, or human-rater experience on hindi generalist evaluation or adjacent content for Hindi Language 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 hindi generalist evaluation model outputs against a versioned rubric and assign severity tags for Hindi Language 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

Model output evaluation

Rubric-based annotation

Severity tagging

Inter-rater calibration

Hindi generalist evaluation

Job description

This contractor role requires strong attention to detail and clear written reasoning, with reliable async availability of at least 10 hours per week. You will label issues, tag severity, calibrate against gold standards, and help identify recurring failure modes for the next training run.