{"schemaVersion":"jobsearcher.job.v1","id":"199afc3f0fb4ea48e60c0d26","url":"https://jobsearcher.com/jobs/199afc3f0fb4ea48e60c0d26","canonicalUrl":"https://jobsearcher.com/jobs/199afc3f0fb4ea48e60c0d26","title":"GRE/GMAT Quantitative Instructor","description":"GRE/GMAT Quantitative Instructor is a remote review track for evaluating AI outputs across gre/gmat quantitative instructor specialist operations workflows. Reviewers grade workflow correctness, policy adherence, and stakeholder fit; flag operational risk; and document the right next step so the modeling team can train on it.\nWhy this role matters\nGRE/GMAT Quantitative Instructor specialist operations AI has to fit into an actual day at work. AuraOne uses experienced operators to grade outputs the way a senior peer would — checking workflow, policy, and the unwritten rules that decide whether a task actually gets done.\nResponsibilities\nReview AI outputs against current gre/gmat quantitative instructor specialist operations workflows, playbooks, and firm policy for GRE/GMAT Quantitative Instructor assignments.\nGrade tone, escalation logic, and stakeholder fit on a structured rubric.\nFlag operational risk, missed escalations, and policy-adherence gaps with severity tags.\nCapture the right next step so the modeling team can train on it.\nAdjudicate disputed treatments against published playbooks or firm guidance.\nMaintain reviewer-quality scores in inter-rater calibration cycles.\nQualifications\nDirect working experience in gre/gmat quantitative instructor specialist operations on real teams for GRE/GMAT Quantitative Instructor work.\nComfort applying multi-page rubrics consistently across long batches.\nClear written reasoning that names the policy or workflow being applied.\nStrong attention to detail and the ability to flag when a prompt itself is the problem.\nReliable async availability for at least 10 hours per week.\nExample tasks\nGrade a model's response to a real gre/gmat quantitative instructor specialist operations ticket and rate workflow, tone, and escalation.\nFlag a missed escalation with the right severity tag and corrected next step.\nAdjudicate a disputed playbook call between two reviewers using firm guidance.\nAudit a 25-row batch for rubric consistency and report drift to the program lead.\nNice to have\nPrior experience training, calibrating, or QA-ing operations teams.\nFamiliarity with AI-assisted workflow tooling and its failure modes.\nBilingual experience for cross-region operations.\nSkills\nOperational review\nPolicy adherence\nWorkflow judgment\nStakeholder communication\nGRE/GMAT Quantitative Instructor specialist operations\nFinance\nWork model\nRemote — US-eligible. Remote · Independent specialist contractor. Employment type: CONTRACTOR. Applicants must be authorized to work from US.\nCompensation\n$100 / hr\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":"2026-08-08T14:03:39.996Z","occupations":[{"code":"25-3041.00","title":"Tutors","slug":"tutors"},{"code":"13-2099.01","title":"Financial Quantitative Analysts","slug":"financial-quantitative-analysts"},{"code":"19-4099.01","title":"Quality Control Analysts","slug":"quality-control-analysts"}],"industries":[{"code":"611691","title":"Exam Preparation and Tutoring","slug":"exam-preparation-and-tutoring"},{"code":"611710","title":"Educational Support Services","slug":"educational-support-services"},{"code":"611699","title":"All Other Miscellaneous Schools and Instruction","slug":"all-other-miscellaneous-schools-and-instruction"}],"jobPosting":{"@context":"https://schema.org","@type":"JobPosting","title":"GRE/GMAT Quantitative Instructor","description":"GRE/GMAT Quantitative Instructor is a remote review track for evaluating AI outputs across gre/gmat quantitative instructor specialist operations workflows. Reviewers grade workflow correctness, policy adherence, and stakeholder fit; flag operational risk; and document the right next step so the modeling team can train on it.\nWhy this role matters\nGRE/GMAT Quantitative Instructor specialist operations AI has to fit into an actual day at work. AuraOne uses experienced operators to grade outputs the way a senior peer would — checking workflow, policy, and the unwritten rules that decide whether a task actually gets done.\nResponsibilities\nReview AI outputs against current gre/gmat quantitative instructor specialist operations workflows, playbooks, and firm policy for GRE/GMAT Quantitative Instructor assignments.\nGrade tone, escalation logic, and stakeholder fit on a structured rubric.\nFlag operational risk, missed escalations, and policy-adherence gaps with severity tags.\nCapture the right next step so the modeling team can train on it.\nAdjudicate disputed treatments against published playbooks or firm guidance.\nMaintain reviewer-quality scores in inter-rater calibration cycles.\nQualifications\nDirect working experience in gre/gmat quantitative instructor specialist operations on real teams for GRE/GMAT Quantitative Instructor work.\nComfort applying multi-page rubrics consistently across long batches.\nClear written reasoning that names the policy or workflow being applied.\nStrong attention to detail and the ability to flag when a prompt itself is the problem.\nReliable async availability for at least 10 hours per week.\nExample tasks\nGrade a model's response to a real gre/gmat quantitative instructor specialist operations ticket and rate workflow, tone, and escalation.\nFlag a missed escalation with the right severity tag and corrected next step.\nAdjudicate a disputed playbook call between two reviewers using firm guidance.\nAudit a 25-row batch for rubric consistency and report drift to the program lead.\nNice to have\nPrior experience training, calibrating, or QA-ing operations teams.\nFamiliarity with AI-assisted workflow tooling and its failure modes.\nBilingual experience for cross-region operations.\nSkills\nOperational review\nPolicy adherence\nWorkflow judgment\nStakeholder communication\nGRE/GMAT Quantitative Instructor specialist operations\nFinance\nWork model\nRemote — US-eligible. Remote · Independent specialist contractor. Employment type: CONTRACTOR. Applicants must be authorized to work from US.\nCompensation\n$100 / hr\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":"2026-08-08T14:03:39.996Z","dateModified":"2026-08-08T14:03:39.996Z","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":"199afc3f0fb4ea48e60c0d26"},"url":"https://jobsearcher.com/jobs/199afc3f0fb4ea48e60c0d26"}}