Editorial, Deck & Document Designer (AI Evaluation)

$70–120/hr

rate as listed

Workload: 40 hrs/week
Engagement: Project-based
Location: US
Field: Creative

Evaluate and create presentation, editorial and print-design materials used to train generative AI models. The work requires shipped commercial design experience, command of editable production files and detailed judgment about typography, information design and prepress.

The work

You would design realistic deck and document assignments, create reference deliverables and evaluate AI-generated presentations, publications and infographics. Day-to-day work includes diagnosing grid and hierarchy problems, checking chart accuracy, reviewing slide and PDF construction, and writing feedback that helps research teams improve model performance.

Design and production scope

The role spans PowerPoint and browser-based slide tools, with Keynote considered a plus, as well as Adobe InDesign, Figma and Illustrator. Affinity Publisher is acceptable when it was used for shipped work. Deliverables may include executive summaries, chartbooks, board or investor decks, brand books, brochures and print-ready files, with attention to master slides, styles, baseline grids, bleed, folds, dielines, Pantone and CMYK color, PDF/X export and editable source formats.

What the screen is likely to test

Expect a portfolio walkthrough focused on shipped agency, studio, consultancy, publishing or commercial work rather than student projects or crowd-labeling tasks. The screen will look for verifiable ownership of layout and prepress decisions, the ability to distinguish persuasive information design from polished but misleading output, practical use of generative AI tools, and clear written explanations that can become rubrics or training feedback.

Logistics

This is a W-2 position with Cincinnatus LLC, with potential placement at an AI lab as part of its extended workforce. The stated commitment is at least 40 hours per week during weekdays, effectively full time. The listing does not specify whether the work is remote or how much of it is asynchronous.

Pay band: $70–120/hr

What they look for

5+ years of shipped presentation, editorial or document design for commercial clients
Expert PowerPoint and browser-based slide production, including masters, templates and chart tooling
Expert multi-page Adobe InDesign production, or shipped Affinity Publisher work
Print prepress ownership, including bleed, dielines, CMYK, Pantone, proofs and PDF/X export
Working fluency in Figma and Illustrator for diagrams, icons, brand systems and vector charts
Professional use and critical evaluation of generative AI design tools

Included with this listing

Interview prep — 10 questions

Matched to what this platform's screening actually measures. Answer each out loud in 60–90 seconds: claim → concrete example → implication.

What it tests: This verifies that the required experience came from accountable commercial production rather than student work, crowd rating or incidental design support.
A strong answer: Give a concise timeline naming clients or client types, deliverable formats, production scale and your exact responsibilities. Separate work you designed and shipped from work you merely reviewed or inherited.
Where people lose it: Candidates lose credibility when they count general graphic-design tenure without identifying shipped decks, publications or documents and their personal ownership.

Summary, eligibility guidance and screening preparation are prepared by Sidequest from the platform's posting. Check the source listing before applying.