Prompt-interface design
Empty states with contextual prompts. Examples that calibrate user expectations. Progressive disclosure for advanced controls.
Design · surface the loop
Prove you can design what an AI surface should be.
Prompt-interface design, uncertainty surfacing, recovery flows, and AI design systems. Verified by what you've shipped, not what you've sketched.
Hiring for: AI Designer, Human-AI UX Designer, AI Product Designer.
18-question adaptive quiz across prompt-interface design, uncertainty surfacing, generative UI, agentic UX, onboarding, and capability surfacing — plus a graded prompt-interface design. ~10h total.
4 skill clusters
The microskills the rubric tests against.
43+ live jobs
AI Design roles in the SignalAI marketplace.
18 months
A verified score is good for 18 months before re-certification.
What you'll prove
The clusters every Design candidate is graded on.
Uncertainty surfacing
Inline citations, span-scoped sources, an honest 'ungrounded' state. No probability percentages without calibration.
Feedback and recovery
Undo, regenerate, edit-and-retry — all one click. Thumbs-down paired with a structured-reason picker. A non-AI escape hatch that's discoverable.
Design narrative
Names the trust principle. Shows a rejected alternative with reasoning. Articulates the riskiest design call and how the surface mitigates the downside.
Sample project brief
Design a prompt-interface for a non-expert user
Pick a real domain (legal, medical, finance, creative). Design a surface where a non-expert user can verify any answer without leaving the page.
Deliverables
- · Static prototype (Figma, Framer, or live HTML) of the primary flow
- · Empty state with three contextual prompt chips, not generic
- · Uncertainty-handling pattern with one rejected alternative
- · 1-page design narrative naming the trust principle
How grading works
Transparent rubric. Same bar for everyone.
Each criterion is scored 0–5 with a written rationale. Your score is the weighted sum, published with the rubric so an employer can see exactly what you did.
Interface clarity
Primary action one click. Examples calibrate expectations. Demo user reaches answer with no onboarding copy.
Uncertainty handling
Inline citations. Honest ungrounded state. No probability theatre.
Feedback and recovery
Undo, regenerate, edit-and-retry. Structured-reason picker. Discoverable escape hatch.
Design narrative
Names the trust principle. Shows a rejected alternative with reasoning.
Live Design jobs
Where AI designers are hiring right now.
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User Experience Researcher
San Francisco, CA | New York City, NY | Seattle, WA
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Product Designer - Observability
Paris
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Product Designer, Claude Code
San Francisco, CA | New York City, NY | Seattle, WA
- Apply →Mistral AI · working
Product Designer - Documentation
Paris
- Apply →Mistral AI · working
Product Designer - Mistral Cloud
Paris
- Apply →Stability AI · working
Multimodal Generative AI Researcher
Remote
What a verified profile looks like
Every candidate publishes the same way.
See an example scorecard with the composite score, rubric breakdown, project artifact links, and quiz top-microskills. Yours will look exactly like this.
See a sample profileGet verified
Design candidates take AI Builder Foundations today.
The AIB Foundations assessment grades all three rubrics — including Design — on the same bar. Standalone Design Foundations ships in cohort 02.