Remote Table Image Reasoning Evaluator (Contractor)

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

Job summary

AuraOne is seeking a Table Image Reasoning Model Evaluator to review prompts and model outputs against its quality rubric. This remote contractor role involves comparing paired responses, labeling edge cases, and writing structured feedback to help retrain the model.

You will examine table image reasoning results, judge spatial reasoning and scene understanding, and provide clear rationale for the strongest answer. Some tasks may require long batches with careful attention to rubric details.

Qualifications

• Experience evaluating table image reasoning models.
• Strong ability to apply rubrics consistently across batches.
• Clear written reasoning showing rubric clauses used.

Responsibilities

• Evaluate table image reasoning model outputs against a versioned rubric.
• Compare paired responses and select the stronger answer with rationale.
• Label hallucinations, instruction-following failures, and unsafe content with tags.
• Capture ambiguous prompts and route for rubric updates.

Skills

Table image reasoning

Model evaluation

Rubric labeling

Inter-rater calibration

Edge-case labeling

Job description

AuraOne is seeking a Table Image Reasoning Model Evaluator to review prompts and model outputs against its quality rubric. This remote contractor role involves comparing paired responses, labeling edge cases, and writing structured feedback to help retrain the model.

You will examine table image reasoning results, judge spatial reasoning and scene understanding, and provide clear rationale for the strongest answer. Some tasks may require long batches with careful attention to rubric details.