Technical Writer Expert

What you'll do

You review, create and rank documentation that teaches AI models to explain complex systems clearly. The ad lists three jobs: evaluating AI-generated documentation (API references, how-to guides, release notes, user documentation) for accuracy, structure and clarity; creating expert demonstrations of those document types drawn from your own practice; and ranking and labelling model responses against documentation best practice.

It is an editor's and writer's judgment applied to machine output: spotting the confident-sounding paragraph that misdescribes a parameter, or the guide that skips a step.

Who fits

• At least 2 years of professional technical writing experience
• A portfolio of documentation you have owned (API docs, guides, manuals or release notes)
• Ability to explain complex technical systems clearly and accurately

Preferred: software, API or developer documentation experience, docs-as-code fluency (Markdown, Git, static site generators), and an STC certification or a technical degree. The application form asks for an STC or other technical writing certification number if you hold one, marked optional.

What it pays

The board shows $68/hour. The ad's contract section says only that work is paid hourly, fully remote and fully async, with you choosing when and how much you work; it gives no range. Payment cadence, weekly minimums and hiring steps are not published on the listing. See AfterQuery for how payouts and assessments generally work.

Worth knowing

Good:

• Fully remote and asynchronous, choose your own hours
• Draws on a writing portfolio rather than a degree
• A direct way to shape how models explain technical systems

Less good:

• A portfolio of owned documentation is required, which can be hard to show if your work is under NDA
• The ad does not state expected weekly hours or project length
• Hiring steps are not described; AfterQuery's help centre describes an unpaid, one-attempt assessment and ID verification

About this listing

Read from the AfterQuery Experts board on 18 October 2026, in the Miscellaneous department. The role description and qualifications are AfterQuery's own. See AfterQuery.