Video QC Analyst: Remote Evaluation & Rubric Feedback

AuraOne; United States; On-site; USD 27,552 - 55,104; Full time

Job summary

AuraOne is seeking a remote Video QC Analyst contractor to evaluate model outputs against a rubric and provide structured feedback. You will compare paired responses, label issues, and document failure modes to help retrain the modeling team.

The role requires strong attention to detail, clear reasoning, and the ability to apply rubrics across long batches. Availability of at least 10 hours weekly is expected for asynchronous collaboration.

Qualifications

• Prior evaluation, annotation, or human-rater experience on video qc analyst evaluation or adjacent content.
• Clear written reasoning that names the issue and the rubric clause.
• Strong attention to detail and ability to flag when a prompt is the problem.
• Reliable async availability for at least 10 hours per week.

Responsibilities

• Evaluate video qc analyst evaluation model outputs against a versioned 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 structured tags.
• Capture ambiguous prompts and route them to the program team for rubric updates.
• Maintain reviewer-quality scores by calibrating against gold-standard examples weekly.
• Document recurring failure modes for the modeling team to address in training.

Skills

Model evaluation

Rubric-based annotation

Severity tagging

Inter-rater calibration

Video QC evaluation

Design

Job description

AuraOne is seeking a remote Video QC Analyst contractor to evaluate model outputs against a rubric and provide structured feedback. You will compare paired responses, label issues, and document failure modes to help retrain the modeling team.

The role requires strong attention to detail, clear reasoning, and the ability to apply rubrics across long batches. Availability of at least 10 hours weekly is expected for asynchronous collaboration.