Enterprise Workflow & Tool UseRecord 001
Well Cost Analyst
Well Cost Analyst is a remote review track for evaluating AI outputs across well cost analyst specialist operations workflows.
ContractorRemote · Independent specialist contractor$85 / hr
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Human Data / Enterprise Workflow & Tool Use
Project and Operations Specialist
Project and Operations Specialist is a remote review track for evaluating AI outputs across project and operations specialist operations workflows.
ContractorRemote — US-eligibleHourly rate confirmed after the interview process.
About the role
Project and Operations Specialist is a remote review track for evaluating AI outputs across project and operations 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.
Project and Operations 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.
Judge tool-use tasks and enterprise agent behavior. Operational judgment is the skill.
Responsibilities
- Review AI outputs against current project and operations specialist operations workflows, playbooks, and firm policy for Project and Operations Specialist 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.
What you should bring
- Direct working experience in project and operations specialist operations on real teams for Project and Operations Specialist 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.
Role signals
Example tasks
- Grade a model's response to a real project and operations 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.
Useful experience
- 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.
Compensation and schedule
Hourly rate confirmed after the interview process.
Expected arrangement: contractor, with program-defined task volume and review pacing. Placement depends on current program demand and reviewer confirmation.
Skills used in matching
- Operational review
- Policy adherence
- Workflow judgment
- Stakeholder communication
- Project and Operations specialist operations
Application process
Submitting this form sends your application directly to the recruiting team for this specialist cohort.