Remote Map & Geospatial QA Evaluator (Contractor)

AuraOne; United States; On-site; USD 34,440 - 61,992; Part time

Job summary

AuraOne is seeking a Map and Geospatial Image Dataset QA Specialist for a remote evaluation track. You will review model outputs against a rubric, label edge cases, and provide structured feedback to retrain the team.

This contractor role requires strong attention to detail and reliable weekly availability. Responsibilities include comparing responses, tagging for quality issues, and escalating prompts needing rubric updates.

Qualifications

• Prior evaluation, annotation, or human-rater experience on map and geospatial image dataset QA 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 map and geospatial image dataset QA 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.
• Maintain reviewer-quality scores by calibrating against gold-standard examples each week.
• Document recurring failure modes so the modeling team can target them in the next training run.

Skills

Model evaluation

Rubric annotation

Severity tagging

Inter-rater calibration

Geospatial data QA

Multimodal evaluation

Cross-modal reasoning

Grounding review

Geospatial

Image analysis

Job description

AuraOne is seeking a Map and Geospatial Image Dataset QA Specialist for a remote evaluation track. You will review model outputs against a rubric, label edge cases, and provide structured feedback to retrain the team.

This contractor role requires strong attention to detail and reliable weekly availability. Responsibilities include comparing responses, tagging for quality issues, and escalating prompts needing rubric updates.