{"schemaVersion":"jobsearcher.job.v1","id":"9a0bea763a8cb019d981346f","url":"https://jobsearcher.com/jobs/9a0bea763a8cb019d981346f","canonicalUrl":"https://jobsearcher.com/jobs/9a0bea763a8cb019d981346f","title":"3D Spatial Failure Analyst","description":"3D Spatial Failure Analyst is a remote review track for evaluating AI outputs across 3d design 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.\nWhy this role matters\n3D design AI is only useful if a working professional would actually ship the output. AuraOne uses portfolio-credentialed reviewers to grade outputs the way a senior creative would — with craft, constraints, and tooling all in scope.\nResponsibilities\nReview AI outputs against current 3d design craft and tooling standards for 3D Spatial Failure Analyst assignments.\nGrade composition, constraint adherence, and production-readiness on a structured rubric.\nFlag tooling-specific failures (file format, scale, naming, layer hygiene) with severity tags.\nCapture the corrected approach or reference so the modeling team can train on it.\nAdjudicate disputed creative judgments against published references or firm style guides.\nMaintain reviewer-quality scores in inter-rater calibration cycles.\nQualifications\nPortfolio or production experience in 3d design or an adjacent creative discipline for 3D Spatial Failure Analyst work.\nHands-on familiarity with the standard tooling for the discipline.\nComfort applying multi-page rubrics consistently across long batches.\nClear written reasoning that names the craft issue and the standard being applied.\nReliable async availability for at least 10 hours per week.\nExample tasks\nGrade a model's 3d design output against the brief and rate craft, constraints, and production-readiness.\nFlag a tooling-specific failure (incorrect file format, unsupported feature, naming convention) with severity.\nAdjudicate a disputed creative judgment between two reviewers using a firm style guide.\nAudit a 25-asset batch for rubric consistency and report drift to the program lead.\nNice to have\nStudio, agency, or in-house team experience shipping production work.\nPrior experience reviewing AI-assisted creative tooling and its failure modes.\nFamiliarity with AAA or feature-grade pipelines and asset standards.\nSkills\nCreative review\nProduction-grade craft\nTooling fluency\nAsset evaluation\n3D design\nComputer vision\nSpatial reasoning\nVideo QA\nSpatial\nWork model\nRemote — US-eligible. Remote · Independent specialist contractor. Employment type: CONTRACTOR. Applicants must be authorized to work from US.\nCompensation\nHourly rate confirmed after the interview process.\nApplication process\nApply through AuraOne's specialist intake for role-specific routing and review. Final project scope, schedule, and contractor terms are confirmed before placement.","company":"Auraone Human Data","rawCompany":"auraone human data","city":"Remote","state":"OR","isRemote":false,"isActive":false,"createdAt":"2026-08-05T14:36:06.470Z","occupations":[{"code":"13-1041.07","title":"Regulatory Affairs Specialists","slug":"regulatory-affairs-specialists"},{"code":"27-1029.00","title":"Designers, All Other","slug":"designers-all-other"},{"code":"27-1014.00","title":"Special Effects Artists and Animators","slug":"special-effects-artists-and-animators"}],"industries":[{"code":"541490","title":"Other Specialized Design Services","slug":"other-specialized-design-services"},{"code":"541690","title":"Other Scientific and Technical Consulting Services","slug":"other-scientific-and-technical-consulting-services"},{"code":"541420","title":"Industrial Design Services","slug":"industrial-design-services"}],"jobPosting":{"@context":"https://schema.org","@type":"JobPosting","title":"3D Spatial Failure Analyst","description":"3D Spatial Failure Analyst is a remote review track for evaluating AI outputs across 3d design 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.\nWhy this role matters\n3D design AI is only useful if a working professional would actually ship the output. AuraOne uses portfolio-credentialed reviewers to grade outputs the way a senior creative would — with craft, constraints, and tooling all in scope.\nResponsibilities\nReview AI outputs against current 3d design craft and tooling standards for 3D Spatial Failure Analyst assignments.\nGrade composition, constraint adherence, and production-readiness on a structured rubric.\nFlag tooling-specific failures (file format, scale, naming, layer hygiene) with severity tags.\nCapture the corrected approach or reference so the modeling team can train on it.\nAdjudicate disputed creative judgments against published references or firm style guides.\nMaintain reviewer-quality scores in inter-rater calibration cycles.\nQualifications\nPortfolio or production experience in 3d design or an adjacent creative discipline for 3D Spatial Failure Analyst work.\nHands-on familiarity with the standard tooling for the discipline.\nComfort applying multi-page rubrics consistently across long batches.\nClear written reasoning that names the craft issue and the standard being applied.\nReliable async availability for at least 10 hours per week.\nExample tasks\nGrade a model's 3d design output against the brief and rate craft, constraints, and production-readiness.\nFlag a tooling-specific failure (incorrect file format, unsupported feature, naming convention) with severity.\nAdjudicate a disputed creative judgment between two reviewers using a firm style guide.\nAudit a 25-asset batch for rubric consistency and report drift to the program lead.\nNice to have\nStudio, agency, or in-house team experience shipping production work.\nPrior experience reviewing AI-assisted creative tooling and its failure modes.\nFamiliarity with AAA or feature-grade pipelines and asset standards.\nSkills\nCreative review\nProduction-grade craft\nTooling fluency\nAsset evaluation\n3D design\nComputer vision\nSpatial reasoning\nVideo QA\nSpatial\nWork model\nRemote — US-eligible. Remote · Independent specialist contractor. Employment type: CONTRACTOR. Applicants must be authorized to work from US.\nCompensation\nHourly rate confirmed after the interview process.\nApplication process\nApply through AuraOne's specialist intake for role-specific routing and review. Final project scope, schedule, and contractor terms are confirmed before placement.","datePosted":"2026-08-05T14:36:06.470Z","dateModified":"2026-08-05T14:36:06.470Z","hiringOrganization":{"@type":"Organization","name":"Auraone Human Data","sameAs":"https://jobsearcher.com"},"jobLocation":{"@type":"Place","address":{"@type":"PostalAddress","addressLocality":"Remote","addressRegion":"OR","addressCountry":"US"}},"identifier":{"@type":"PropertyValue","name":"JobSearcher","value":"9a0bea763a8cb019d981346f"},"url":"https://jobsearcher.com/jobs/9a0bea763a8cb019d981346f"}}