The work

This remote contractor role focuses on assessing whether AI-generated answers use sound statistical methods, machine learning concepts, experimental designs, and quantitative reasoning. Day to day, you may review model outputs, locate methodological or statistical errors, create expert-level prompts and datasets, write reference solutions, and document how an answer should improve.

What the screening emphasizes

Expect verification of your professional background and detailed follow-up on technical examples. The platform is likely to test whether you can distinguish a merely plausible answer from a defensible one, identify issues such as leakage or invalid inference, and explain corrections clearly enough to support model evaluation.

Preferred background

The listing prefers at least one year of experience at a top company in technology, finance, or research, with some of that experience occurring within the past three years. It also prefers candidates based in an English-speaking country and asks for clear written communication of technical and statistical concepts.

Logistics

The engagement is remote and structured as contractor work. The listing does not specify whether tasks are fully asynchronous, how many hours are typically available, or whether there are fixed working windows, so candidates should be ready to state their availability and confirm scheduling expectations during screening.

Pay band: $150–200/hr