Software Engineering, Data Science, and Systems Design Experts

Software Engineering, Data Science, and Systems Design Experts is a remote review track for evaluating AI outputs across software engineering data science and systems design experts creative review workflows. Reviewers grade craft, constraints, and tooling adherence; flag production-readiness issues; and document the corrected approach so the modeling team can train on it., * Review AI outputs against current software engineering data science and systems design experts creative review craft and tooling standards for Software Engineering, Data Science, and Systems Design Experts assignments.

• Grade composition, constraint adherence, and production-readiness on a structured rubric.
• Flag tooling-specific failures (file format, scale, naming, layer hygiene) with severity tags.
• Capture the corrected approach or reference so the modeling team can train on it.
• Adjudicate disputed creative judgments against published references or firm style guides.
• Maintain reviewer-quality scores in inter-rater calibration cycles., * Grade a model’s software engineering data science and systems design experts creative review output against the brief and rate craft, constraints, and production-readiness.
• Flag a tooling-specific failure (incorrect file format, unsupported feature, naming convention) with severity.
• Adjudicate a disputed creative judgment between two reviewers using a firm style guide.
• Audit a 25-asset batch for rubric consistency and report drift to the program lead.

• Portfolio or production experience in software engineering data science and systems design experts creative review or an adjacent creative discipline for Software Engineering, Data Science, and Systems Design Experts work.
• Hands-on familiarity with the standard tooling for the discipline.
• Comfort applying multi-page rubrics consistently across long batches.
• Clear written reasoning that names the craft issue and the standard being applied.
• Reliable async availability for at least 10 hours per week., * Studio, agency, or in-house team experience shipping production work.
• Prior experience reviewing AI-assisted creative tooling and its failure modes.
• Familiarity with AAA or feature-grade pipelines and asset standards., * Creative review
• Production-grade craft
• Tooling fluency
• Asset evaluation
• Software Engineering Data Science and Systems Design Experts creative review
• Python
• SQL

Work model

Remote - US-eligible. Remote · Independent specialist contractor. Employment type: CONTRACTOR. Applicants must be authorized to work from US.

AuraOne Human Data Remote $60 - $100 an hour - Part-time, $60-$100 / hr