Design occupations n.e.c.
Job holders in this unit group plan, direct and undertake the creation of designs for new industrial and commercial products, stage sets, and other areas not elsewhere classified in minor group 342: Design occupations.
Task Bundle Breakdown
How AI interacts with this occupation's task bundle
Task-by-Task Breakdown
Every task scored individually — sorted highest to lowest AI exposure
undertakes research to determine market trends, production requirements, availability of resources and formulates design concepts
AI can accelerate market trend analysis using tools like Trend Hunter AI or Perplexity, and synthesise research data, but strategic design concept formulation still requires human creative and contextual judgment.
prepares sketches, designs, patterns, prototypes, mock-ups and storyboards for consideration by theatre/film director, management, sales department or a client
Generative AI tools like Midjourney, Adobe Firefly, and DALL-E can rapidly produce concept visuals and mood boards, but human creative direction, client interpretation, and iterative refinement remain essential.
define, design and implement a creative visual merchandising strategy
AI tools like Canva's AI features or Adobe Sensei can assist with visual layout generation and trend-based recommendations, but the spatial creativity and brand storytelling of visual merchandising strategy remain human-led.
specifies materials, production method and finish for aesthetic or functional effect, and oversees production of sample and/or finished product
AI tools like Autodesk's generative design features can suggest material and production options based on constraints, but final specification decisions and production oversight require experienced human judgment.
observes and manages intellectual property issues
AI tools like Copilot or specialised IP platforms can help identify potential infringement issues and search existing patents/trademarks, but legal interpretation and strategic IP management require human expertise.
liaises with client to determine the purpose, cost, technical specification and potential uses/users of product
AI tools like ChatGPT can help prepare client briefing questions or summarise requirements, but the nuanced negotiation, relationship-building, and real-time judgment of client liaison remain firmly human.
create many types of special effects make-up, which can include prosthetics
Special effects make-up and prosthetics are highly tactile, physically skilled crafts requiring hands-on artistry that AI cannot replicate, though AI might assist with reference image generation for concept planning.
ROI Calculator
Design occupations n.e.c.
This is not a pay rise — it's 540 hours of productive capacity that AI could return to you, valued at your current rate.
The portion of your current salary tied to tasks AI can automate or augment. Not a prediction of job loss — a signal of where your role is changing fastest.
How is this calculated?▾
Task weights — each task is weighted by its O*NET frequency rating. Where frequency data is absent, equal weighting is applied.
AI time reduction — tasks scored as "AI Automates" assume 80% time saving; "AI Assists" assumes 40%; "Human-Led" assumes 5%.
Salary equivalent — annual hours saved × (salary ÷ 1,800 working hours/year).
Value at risk — salary × share of role time in AI-automate or AI-assist tasks.
Figures are indicative estimates for planning purposes, not guarantees of productivity gain or job loss risk.