Remote Agent Workflow Evaluator & Rubric Auditor

AI Trainer Jobs; United States; Remote; USD 28,000 - 55,000; Full time

Job summary

AI Trainer Jobs is seeking an Agent Workflow Evaluator for a remote evaluation track. You will review agent workflow evaluation prompts and responses against a quality rubric, compare paired outputs, and provide structured feedback to help retrain models.

Responsibilities include labeling edge cases, flagging hallucinations, and documenting rationales and regression cases. This is a contractor role with flexible hours and compensation arranged after interview.

Qualifications

• Prior evaluation, annotation, or human-rater experience on agent workflow 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 agent workflow evaluation model outputs against a versioned rubric and assign severity tags.
• Compare paired responses and pick the stronger answer with 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.

Skills

Evaluation experience

Annotation experience

Written reasoning

Attention to detail

Async availability

Remote work

Job description

AI Trainer Jobs is seeking an Agent Workflow Evaluator for a remote evaluation track. You will review agent workflow evaluation prompts and responses against a quality rubric, compare paired outputs, and provide structured feedback to help retrain models.

Responsibilities include labeling edge cases, flagging hallucinations, and documenting rationales and regression cases. This is a contractor role with flexible hours and compensation arranged after interview.