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Creative, Video and Design AI Training Interview Questions

Creative roles ask video editors, designers, animators, photographers and similar professionals to judge or produce work that helps train image, video and design models. Postings commonly ask for a portfolio or a demonstrated record in the discipline. Use these practice questions to put your taste into precise words.

37 open roles in this groupUpdated 9 October 2026

Practice questions

These are practice questions written for this site to help you prepare. No platform has said it asks these exact questions.

  1. Critique this AI-generated image as you would a junior designer's work.

    A good answer covers: Composition, hierarchy, typography, colour, anatomy or physics errors, and brand fit, each with a specific location and a fix.

  2. Two edits of the same clip: which is stronger, and why?

    A good answer covers: Pacing, cut points, continuity, colour consistency, audio sync, and whether the edit serves the brief.

  3. Write a precise prompt that would produce a specific image you have in mind.

    A good answer covers: Subject, setting, lighting, lens or style, composition and what to avoid, written so another person would picture the same thing.

  4. What makes a portfolio piece credible for an AI evaluation role?

    A good answer covers: Your own work, your role stated clearly, variety of skills relevant to the posting, and before-and-after examples if possible.

  5. How would you rate an AI video that looks good but breaks physics?

    A good answer covers: Separate aesthetic quality from realism and prompt adherence; score the physics failure on the right dimension and describe the frame where it happens.

  6. Explain colour grading to someone who has never edited video.

    A good answer covers: Plain explanation of adjusting colour and contrast to set mood and consistency, with one example.

  7. Which tools do you use daily, and what can you do in them quickly?

    A good answer covers: Honest list matching the posting (for example the editing or 3D software named) with concrete tasks.

  8. How do you give feedback on creative work without it being just taste?

    A good answer covers: Tie each comment to the brief, design principles or a measurable problem, and suggest a fix.

  9. What would you check before using reference images in your work?

    A good answer covers: Licensing and rights, and the project's rules on outside material.

What the platforms say about the assessment

In the 2026-10-09 data, roles in this group came from micro1, Meridial, SME Careers, xAI and Terac. Each platform runs its own process, and steps can differ by role. Below is what each platform's public pages or postings say, followed by lines quoted from current postings in this group.

micro1

Source: www.micro1.ai

Meridial

Source: boards-api.greenhouse.io

SME Careers

Sources: sme.careers, api.sme.careers

xAI

Source: boards-api.greenhouse.io

Terac

Source: terac.com

Quoted from current postings

"Specific details and role specific information will be provided to you during the interview process."

AI Tutor - Design, xai

Steps were read from public pages and postings, not tested first-hand. Passing a screening does not guarantee a project, hours or pay.

Terms to know

Rubric
A written list of criteria and scores used to judge a response, for example accuracy, instruction following and tone, each with clear pass or fail descriptions.
Data collection
Projects where you create new data, such as photos, videos, recordings or written samples, instead of judging existing data.
Model evaluation
Testing how well a model performs on a set of tasks, often by people scoring answers against a rubric.
Rationale
The short written explanation you give for a rating or ranking. Reviewers often weigh it as much as the rating itself.

Open roles in this group (37)

Sources

Other role groups