The work

You will apply hands-on commercial experience to evaluate AI-generated sales proposals, marketing collateral, pitch decks, market analyses and client communications. Assignments may also involve designing realistic cases around acquisition, positioning, pricing and project delivery, then documenting specific recommendations that can improve AI training data and commercial outcomes.

What the screening is likely to examine

Expect detailed follow-up on work you have personally completed in consulting, sales, business development, marketing, strategy, recruiting, HR or business operations. Strong candidates can explain how they assessed a campaign or workflow, interpreted business data, used CRM or marketing technology, and distinguished polished output from advice that would work in practice. Prior AI experience is not required, though familiarity with automation and digital productivity may help.

Logistics

This is a remote contractor role. The listing does not specify fixed hours, a weekly commitment or whether all work is asynchronous, so candidates should confirm scheduling and project-volume expectations during onboarding.

Pay band: $40–120/hr

This is an observed band, not a guaranteed offer.