Remote CV & Spatial Reasoning Evaluator - Contractor

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

Job summary

AI Trainer Jobs seeks an evaluator for a remote role focused on reviewing computer vision and spatial reasoning prompts and responses. You will compare outputs, label edge cases, and provide structured feedback to retrain the model.

Responsibilities include evaluating outputs against rubrics, tagging issues, and documenting rationales for program improvement. This is a contract, remote position with hourly compensation after interview.

Qualifications

• Prior evaluation, annotation, or human-rater experience on computer vision and spatial reasoning evaluation or adjacent content for CV and Spatial Reasoning Evaluator work.
• Ability to apply multi-page rubrics consistently across long batches.
• Clear written reasoning that names the issue and rubric clause being applied.
• Strong attention to detail and ability to flag prompt issues.

Responsibilities

• Evaluate model outputs against a versioned rubric and assign severity tags for CV and Spatial Reasoning Evaluator assignments.
• Compare paired responses and select 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

Model evaluation

Rubric-based annotation

Severity tagging

Inter-rater calibration

CV and Spatial Reasoning evaluation

AI evaluation

Rubric writing

Expert review

Job description

AI Trainer Jobs seeks an evaluator for a remote role focused on reviewing computer vision and spatial reasoning prompts and responses. You will compare outputs, label edge cases, and provide structured feedback to retrain the model.

Responsibilities include evaluating outputs against rubrics, tagging issues, and documenting rationales for program improvement. This is a contract, remote position with hourly compensation after interview.