Remote AI Cost Estimation QA Reviewer

AI Trainer Jobs; United States; Remote; USD 81,000 - 158,000; Part time

Job summary

AI Trainer Jobs is seeking a Cost Estimator for a remote review track to evaluate AI outputs across cost estimation 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.

Cost estimation AI tasks require thorough rubric-based judgment, with attention to detail and clear written reasoning.

Qualifications

• Direct working experience in cost estimation on real teams for Cost Estimator 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.

Responsibilities

• Review AI outputs against current cost estimation workflows, playbooks, and firm policy for Cost Estimator 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.

Job description

AI Trainer Jobs is seeking a Cost Estimator for a remote review track to evaluate AI outputs across cost estimation 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.

Cost estimation AI tasks require thorough rubric-based judgment, with attention to detail and clear written reasoning.