Administrative Services Managers - AI Operations Review

Administrative Services Managers \- AI Operations Review is a remote review track for evaluating AI outputs across administrative services managers 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. **Why this role matters** ------------------------- Administrative Services Managers 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. **Responsibilities** -------------------- * Review AI outputs against current administrative services managers specialist operations workflows, playbooks, and firm policy for Administrative Services Managers \- AI Operations Review assignments. * Grade tone, escalation logic, and stakeholder fit on a structured rubric. * Flag operational risk, missed escalations, and policy\-adherence gaps with severity tags. * Capture the right next step so the modeling team can train on it. * Adjudicate disputed treatments against published playbooks or firm guidance. * Maintain reviewer\-quality scores in inter\-rater calibration cycles. **Qualifications** ------------------ * Direct working experience in administrative services managers specialist operations on real teams for Administrative Services Managers \- AI Operations Review work. * Comfort applying multi\-page rubrics consistently across long batches. * Clear written reasoning that names the policy or workflow 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. **Example tasks** ----------------- * Grade a model's response to a real administrative services managers specialist operations ticket and rate workflow, tone, and escalation. * Flag a missed escalation with the right severity tag and corrected next step. * Adjudicate a disputed playbook call between two reviewers using firm guidance. * Audit a 25\-row batch for rubric consistency and report drift to the program lead. **Nice to have** ---------------- * Prior experience training, calibrating, or QA\-ing operations teams. * Familiarity with AI\-assisted workflow tooling and its failure modes. * Bilingual experience for cross\-region operations. **Skills** ---------- * Operational review * Policy adherence * Workflow judgment * Stakeholder communication * Administrative Services Managers specialist operations **Work model** -------------- Remote — US\-eligible. Remote · Independent specialist contractor. Employment type: CONTRACTOR. Applicants must be authorized to work from US. **Compensation** ---------------- $70–$110 / hr **Application process** ----------------------- Apply through AuraOne's specialist intake for role\-specific routing and