
Private Investigator AI Evaluation
Listing checked October 6, 2026 · pay as published by Mercor
Overview
Mercor seeks seasoned private detectives and investigators to assess and sharpen AI systems built for investigative work. You will review AI-generated investigation plans, background research summaries, and surveillance reports, judging how well each artifact holds up against real case standards. Head-to-head comparisons form a core part of the work: you weigh competing AI responses on investigative rigor, legal and ethical compliance, and the logic behind their conclusions. Scenarios cover evidence gathering, source verification, records research, and case reporting, and your feedback helps guide model improvements. The project runs 4 to 6 weeks with an immediate start.
What You'll Do6
- 1Score AI-produced investigation plans for factual accuracy, completeness, and feasibility.
- 2Audit background research summaries to confirm sources hold up and conclusions trace to evidence.
- 3Inspect surveillance reports for quality, adherence to legal boundaries, and investigative soundness.
- 4Rank competing AI responses side by side on rigor, legal compliance, and strength of reasoning.
- 5Assess scenarios that involve evidence collection, source checks, records searches, and case write-ups.
- 6Provide written expert feedback that explains where an AI output fails or succeeds.
Requirements5
- 1At least four years in a private investigator, private detective, licensed investigator, fraud investigator, insurance investigator, or similar investigative position.
- 2Hands-on work gathering, analyzing, and compiling details on legal, financial, or personal matters.
- 3Background in background checks, surveillance, interviews, and records research for clients, attorneys, or companies.
- 4Availability for 20 or more hours per week.
- 5Strong written English skills for clear expert feedback.
Who Should Apply
The ideal candidate brings at least four years of hands-on investigative work, whether as a private detective, fraud investigator, insurance investigator, or licensed investigator. You have gathered facts on legal, financial, or personal matters and know how to run background checks, conduct interviews, and pull records for attorneys, businesses, or private clients. If your experience leans on surveillance reports and source verification, you will score well. Managers reject candidates who lack formal investigative tenure or cannot commit 20 hours per week. Another frequent low-fit signal is weak written English, because this role depends on detailed, clear feedback about AI outputs.
Salary Insight
Pay falls between $70.00 and $110.00 per hour. For a short-term, remote AI evaluation project, this range reflects the senior investigative expertise required. You start with task-based payment, and once you complete your first task on schedule, hourly pay begins for the rest of the project.
Pay and demand for AI Training roles
AggregatedTypical pay
$70/hour
This role
$70–$110/hr
Most AI Training roles pay $38–$95 per hour. This role's pay falls inside that range.
Based on 951 similar roles that publish pay · 300 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
- 1,080
- Listed in last 30 days
- 363
- Remote
- 98%
Hiring most right now: micro1 (284) · SME Careers (253) · Handshake AI (132)
Most requested skills · share of roles
- ai training15%
- ai evaluation13%
- llm evaluation12%
- data annotation10%
Figures from AI Training 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 investigative roles you have held and the exact tasks you performed: background checks, surveillance, interviews, records research, or fraud casework. Quantify your experience with numbers such as years in the field, cases handled, or reports produced per month. That detail shows reviewers you meet the 4+ years requirement and the 20-hour weekly commitment.
How NearSkill helps you apply
1. Check your job match
We compare your resume with the job requirements to help you understand how well your experience fits.
2. Continue to the employer’s website
We’ll direct you to the employer’s application portal, where you can complete the application.
3. Get updates by email
If NearSkill is handling follow-up for this role, we’ll email you when there’s an update on your screening.
Want to check your fit first?
See how your resume matches this role before applying.
Check my job matchSimilar open positions
Explore active roles that match your skills and interests.

Mercor
VerifiedFinancial and Investment Analysts
Mercor needs experienced analysts to review how AI systems handle financial and investment work. You will grade AI-generated valuation models, investment recommendations, and industry analyses for accuracy and sound reasoning. Your own background in equity research, quantitative analysis, and portfolio decisions shapes the feedback you give. The engagement runs about 4 to 6 weeks, starts right away, and asks for at least 20 hours each week. Pay is $70 to $110 per hour after your first task clears approval.

Micro1
VerifiedAI Product Evaluator
micro1 is hiring AI Product Evaluators to support a customer's high-impact AI initiative. You will assess AI models and AI agents against detailed scenarios, then document what you find in structured reports. The work is operational and often runs against strict timeframes and usage limit resets. Your input helps shape how these systems learn, reason, and respond.

Mercor
VerifiedAdministrative Services Manager - Remote AI Evaluation
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.

Mercor
VerifiedLegal Expert - AI Evaluation and Review
Mercor keeps an open pool for legal professionals who want part-time, remote work on AI evaluation and training. Research teams behind major AI models turn to that pool for legal judgment they cannot generate on their own, and your standards shape the rubric that grades model output. Assignments can involve writing a legal problem from a matter you handled, complete with facts, forum, governing law, and a reference answer. You might also review model-drafted provisions, privilege calls, or citations for accuracy and persuasive force. Projects open on short notice, so the listing stays live even when no matching engagement runs this week.

Mercor
VerifiedNews Analysts, Reporters, and Journalists
Mercor needs experienced journalists to judge how well AI systems handle news reporting and analysis. You will review AI-generated news content, including stories, scripts, and commentary, and measure it against real newsroom standards for editorial judgment, fact interpretation, and narration. The work runs remote on an hourly engagement, with an expected duration of 4 to 6 weeks and an immediate start date. Applicants need at least four years in a reporter, anchor, staff writer, or similar news role, plus the ability to commit 20 or more hours each week. Pay ranges from $70 to $110 per hour, and Mercor pays the first task per task before shifting later work to hourly after approval.

Turing
VerifiedAI Evaluation Specialist – Small Business & Operations
This project puts small business owners in the evaluator seat for AI chatbot output. You build realistic prompts from daily operational scenarios, then compare how multiple chatbots handle them over up to five turns. Judging comes down to clarity, usefulness, and accuracy, with written feedback required. The scope also includes marketing content, customer interactions, market research, and financial planning support. The engagement is project-based and runs for 16 weeks with a fixed set of evaluation tasks.

