Administrative Services Manager - Remote AI Evaluation
Listing checked October 6, 2026 · pay as published by Mercor
Overview
Mercor needs Administrative Services Managers to assess AI-written office operations plans, facilities documents, and records procedures. You bring hands-on experience with facilities management, procurement, and records management to judge whether each response holds up in the real world. The project runs about 4 to 6 weeks and starts right away, with a 20-hour-per-week commitment. Your feedback helps shape how AI systems handle administrative workflows.
What You'll Do6
- 1Score AI-generated office operations plans for accuracy, policy compliance, and operational soundness.
- 2Compare two AI responses side by side and decide which one shows stronger administrative judgment.
- 3Review facilities and vendor management documents for gaps, risks, and cost issues.
- 4Assess records-management procedures against real-world recordkeeping standards.
- 5Give expert feedback on budgeting, procurement, space planning, and support-services staffing scenarios.
- 6Flag administrative workflows where AI misses legal, safety, or compliance duties.
Requirements5
- 1At least four years in an administrative services manager, office manager, facilities manager, administrative director, business operations manager, or similar post.
- 2Track record planning, directing, or coordinating support services such as recordkeeping, mail distribution, facilities planning and maintenance, procurement, and other office support functions.
- 3Availability for 20 or more hours each week.
- 4Clear, professional written English.
- 5Comfort reviewing AI outputs and explaining your reasoning in writing.
Who Should Apply
Candidates with four or more years managing administrative services, facilities, procurement, or business operations fit this project best. You should feel at home reading office operations plans, vendor contracts, and records procedures and writing clear judgments about them. The role suits someone who can set aside 20 hours each week for a 4 to 6 week sprint and respond fast to review queues. This work is less suitable for people with no direct administrative management background, even if they have general AI evaluation experience. Applications often miss the mark when they list office support duties without showing ownership of budgets, facilities, records, or procurement, or when written English lacks clarity.
Salary Insight
The role pays $70.00 to $110.00 per hour, a range that matches the senior administrative management experience this project seeks. Payment starts per task after your first task earns approval. Once you complete that first task within the required timeline, Mercor moves you to hourly pay for the remainder of the project.
Pay and demand for Administrative & Office Support roles
AggregatedTypical pay
$85/hour
This role
$70–$110/hr
Most Administrative & Office Support roles pay $55–$90 per hour. This role's pay falls inside that range.
Based on 44 similar roles that publish pay · 6 publish only a top rate; those count at the rate they gave
Rates shown per hour. Yearly and monthly pay converted; one-time fees and non-USD pay are not included.
- Live similar roles
- 54
- Listed in last 30 days
- 34
- Remote
- 85%
Hiring most right now: micro1 (17) · Mercor (12) · AfterQuery (9)
Most requested skills · share of roles
- ai evaluation19%
- Human Data15%
- Data Operations15%
- Leadership & Team Management13%
Figures from Administrative & Office Support roles live on NearSkill when this page loaded. A role can close before you apply, so check the listing itself.
Compare your resume against these rolesLocation
Compensation
$70–110/hr
Required Skills
Application Tip
In your application, name the administrative areas you have owned, such as facilities planning, records management, procurement, or office operations, and give one concrete example with scale (budget size, square footage, vendor count, or team size). Pair that with a short writing sample that explains an operational tradeoff in plain English. Those details help reviewers see the 4+ years and written communication skills they screen for.
See NearSkill jobs more often in your search
Application & verification flow
1Instant rubric match
Your resume is scanned against this role’s requirements to check qualification fit.
2Screened before the employer sees it
Only profiles that clear screening are passed on.
3Outcome by email
We notify you at the address on your resume once the screening is reviewed.
Similar open positions
Explore active roles that match your skills and interests.
Mercor
VerifiedComputer and Information Systems Managers
Mercor needs experienced IT leaders to judge AI-generated management work. You will review project plans, technical standards, incident responses, and other artifacts tied to enterprise IT operations. The job runs 4 to 6 weeks, starts soon, and asks for at least 20 hours each week. Experts compare AI answers on operational soundness, technical rigor, and cross-team feasibility. The first task uses task-based pay, then the project moves to hourly pay after you finish that task within the required timeline.
AfterQuery
VerifiedOffice Manager Expert - Remote Contract Role
AfterQuery seeks Office Manager Experts to craft challenging questions and case studies that test AI models on real-world office management tasks. You will design scenarios covering staff coordination, scheduling, policy development, vendor relations, and resource allocation. Your work shapes how AI handles administrative problem-solving, from workflow bottlenecks to team supervision. This remote contract role requires about 10 hours per week, offering flexibility to contribute your expertise on your own schedule.
Mercor
VerifiedFinancial Managers
Mercor seeks experienced Financial Managers to evaluate and improve AI systems that generate financial management content and workflows. Your background in accounting, banking, credit, and financial planning will inform reviews of budgets, forecasts, and reports. The project runs about 4 to 6 weeks, starts right away, and asks for 20 or more hours each week. You will assess how well AI responses handle branch, office, or department-level financial work.
Mercor
VerifiedProject Management Specialists
Mercor seeks experienced project management professionals to review and score AI-generated work across scheduling, budgets, staffing, and stakeholder communications. You will study project plans, status reports, and other artifacts, then judge whether an AI response would hold up on a real technical project. The engagement starts right away, runs about 4 to 6 weeks, and asks for at least 20 hours each week. You can work from anywhere, and the listed rate sits at $70 to $110 per hour. Your feedback shapes how these AI systems handle planning and execution tasks.
Mercor
VerifiedReal Estate and Community Association Manager
Mercor needs experienced property, real estate, and community association managers to review AI-generated work. You will judge budgets, lease analyses, maintenance plans, and governance documents tied to residential, commercial, and industrial properties. The project runs about 4-6 weeks, starts right away, and asks for 20+ hours per week. Your feedback helps AI systems produce more accurate output for property management and community associations.
Mercor
VerifiedManagement Consultant - Remote AI Evaluation
Mercor keeps an open roster of management consultants who help grade and train frontier AI models. The work draws on your own engagement history: you write case prompts from real client situations, then create the reference answers models are measured against. You also review model-generated market sizings, profitability analyses, and driver trees, checking whether the logic holds up to partner-level scrutiny. Assignments arrive on short notice, so the pool stays active whether a project starts this week or later. Rates for past projects landed between $90 and $120 per hour, set by scope and depth.