Remote Rubric Calibration Evaluator for Frontier AI Models

AI Trainer Jobs; United States; Remote; USD 34,000 - 55,000; Full time

Job summary

AI Trainer Jobs is seeking a Rubric Calibration Model Evaluation Specialist for remote evaluation work. You will assess rubric-calibrated model outputs, compare paired responses, and provide structured feedback to guide retraining efforts. The role emphasizes careful labeling of errors and clear rationale.

Expect an independent contractor arrangement with an hourly rate to be confirmed after the interview. Candidates US-eligible may apply to participate in this frontier evaluation program.

Qualifications

• Prior evaluation, annotation, or human-rater experience on rubric calibration model evaluation evaluation or adjacent content for Rubric Calibration Model Evaluation Specialist 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 rubric calibration model evaluation evaluation model outputs against a versioned rubric and assign severity tags for 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.

Skills

Evaluation experience

Annotation experience

Attention to detail

Written reasoning

Async availability

Job description

AI Trainer Jobs is seeking a Rubric Calibration Model Evaluation Specialist for remote evaluation work. You will assess rubric-calibrated model outputs, compare paired responses, and provide structured feedback to guide retraining efforts. The role emphasizes careful labeling of errors and clear rationale.

Expect an independent contractor arrangement with an hourly rate to be confirmed after the interview. Candidates US-eligible may apply to participate in this frontier evaluation program.