Remote AI Recruiting QA Specialist

AuraOne; United States; Remote; USD 34,000 - 62,000; Part time

Job summary

Zara's AI Recruiter program seeks an experienced Reviewer to assess outputs against recruiting workflows and policy, then document actionable next steps. The contractor will grade tone, escalation logic, and stakeholder fit, and flag risks with severity tags.

Applicants should bring direct recruiting experience on real teams, strong written reasoning, and the ability to apply multi-page rubrics consistently across long batches. Remote, contractor role.

Qualifications

• Direct working experience in recruiting on real teams for Member of Technical Staff, Zara (AI Recruiter) 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 recruiting workflows, playbooks, and firm policy for Member of Technical Staff, Zara (AI Recruiter) 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.

Skills

Recruiting experience

QA / Calibrating ops teams

Written reasoning

Attention to detail

Async availability

Bilingual experience

Tools

AI tooling

QA tooling

Job description

Zara's AI Recruiter program seeks an experienced Reviewer to assess outputs against recruiting workflows and policy, then document actionable next steps. The contractor will grade tone, escalation logic, and stakeholder fit, and flag risks with severity tags.

Applicants should bring direct recruiting experience on real teams, strong written reasoning, and the ability to apply multi-page rubrics consistently across long batches. Remote, contractor role.