Fraud Investigator Expert

AfterQuery; New Zealand; Remote; NZD 96,000 - 117,000; Full time

Benefits offered by this job

Weekly pay via Stripe

Fully remote

Flexible hours

Job summary

AfterQuery is an expert data lab that builds the evaluation and training data that frontier AI labs use to measure what models can and can't do in real professional work. Our contributors are practicing professionals, not annotators, and the work is credited, reviewed, and paid at professional rates.

We’re hiring fraud investigators as contractors to author realistic scenarios, write reference answers with investigative reasoning, and grade model outputs for soundness and evidentiary rigor.

Qualifications

• 2+ years of professional fraud investigation experience.
• Depth in a fraud domain such as payments, insurance, AML, or corporate investigations.
• Working command of investigative methods from transaction analysis to interviews.
• Clear written English for documenting investigative reasoning.
• Able to commit at least 10 hours per week.

Responsibilities

• Author realistic fraud scenarios from first alert through case disposition
• Write reference answers with the investigative reasoning behind each decision
• Grade model output for investigative soundness and evidentiary rigor
• Flag conclusions that read plausible but the evidence does not support

Skills

Fraud investigation

Transaction analysis

Investigative interviewing

Job description

Fraud investigators across payments, insurance, AML, and corporate cases to build the investigation scenarios frontier AI labs use to test model judgment. AfterQuery builds the expert evaluation data that frontier AI labs use to measure and improve their models. We're hiring fraud investigators as contractors to author and grade the investigation scenarios those evaluations run on. What you'll actually do

Author realistic fraud scenarios from first alert through case disposition, the kind a working investigator actually handles. Write reference answers with the investigative reasoning behind each decision, from transaction patterns to interview strategy. Grade model output for investigative soundness, evidentiary rigor, and completeness. Flag conclusions that read plausible but the evidence does not support, the leaps a trained investigator would never make.

Who this is for

Fraud investigators with at least two years of professional casework in payments, insurance, AML, or corporate investigations. Practitioners who work real investigative methods, from transaction analysis and open source research to interviews and case files. CFEs, former law enforcement, and regulatory investigators are all strong fits. People with strong written English who can turn investigative instinct into clear, teachable reasoning.

Contract and pay

$70 to $85/hr, paid weekly via Stripe. Your rate is set from your experience, not negotiated down after you start. Fully remote, fully async. No fixed hours. Minimum 10 hours per week, no maximum. Scale up or down week to week. No screen recording, no keystroke monitoring, no idle timers. Independent contractor. Ongoing project work rather than single task batches.

About AfterQuery

AfterQuery is an expert data lab. We build the evaluation and training data that frontier AI labs use to measure what their models can and can't do in real professional work. Our contributors are practicing professionals, not annotators, and the work is credited, reviewed, and paid at professional rates.

Responsibilities

• Author realistic fraud scenarios from first alert through case disposition
• Write reference answers with the investigative reasoning behind each decision
• Grade model output for investigative soundness and evidentiary rigor
• Flag conclusions that read plausible but the evidence does not support

Required Qualifications

• 2+ years of professional fraud investigation experience
• Depth in a fraud domain such as payments, insurance, AML, or corporate investigations
• Working command of investigative methods from transaction analysis to interviews
• Clear written English for documenting investigative reasoning
• Able to commit at least 10 hours per week

Preferred Qualifications

• CFE certification or equivalent credential
• Law enforcement or regulatory investigation background
• Case referral, expert testimony, or SAR filing experience

Why apply

• Work stays in your specialty, judged on investigative judgment rather than output volume
• Set your own hours and scale up or down week to week
• Weekly pay via Stripe at a rate set from your experience
• Your judgment shapes how the next generation of AI handles fraud detection