Remote Data-Video Evaluation Specialist

AuraOne, Inc.; United States; Remote; USD 28,000 - 55,000; Part time

Job summary

AuraOne, Inc. seeks a Data-Video Generalist reviewer to evaluate model outputs against our quality rubric. You will label edge cases, provide rationales, and help generate regression cases for our data-human-in-the-loop workflow.

The role is remote for US-eligible contractors. You will compare paired responses, annotate with severity tags, and document recurring failure modes to guide future rubrics and training runs. Strong written reasoning and async availability are required.

Qualifications

• Prior evaluation, annotation, or human-rater experience on data video generalist evaluation.
• Clear written reasoning naming the issue and rubric clause.
• Strong attention to detail and ability to flag prompts as problems.
• Reliable async availability for at least 10 hours per week.

Responsibilities

• Evaluate data video generalist evaluation model outputs against a rubric and assign severity tags.
• Compare paired responses and select the stronger answer with written rationale.
• Label hallucinations, instruction-following failures, and unsafe content with tags.
• Capture ambiguous prompts and route to the program team for rubric updates.
• Calibrate reviewer quality against gold-standard examples each week.
• Document recurring failure modes for future training runs.

Skills

Model output evaluation

Rubric-based annotation

Severity tagging

Inter-rater calibration

Data Video Generalist evaluation

Design

Job description

AuraOne, Inc. seeks a Data-Video Generalist reviewer to evaluate model outputs against our quality rubric. You will label edge cases, provide rationales, and help generate regression cases for our data-human-in-the-loop workflow.

The role is remote for US-eligible contractors. You will compare paired responses, annotate with severity tags, and document recurring failure modes to guide future rubrics and training runs. Strong written reasoning and async availability are required.