Textiles, garments and related trades n.e.c.
Job holders in this unit group perform a variety of textiles and related craft occupations not elsewhere classified in minor group 541: Textiles, garments and related trades.
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
examines sketches and draws out patterns for the manufacture of garments and upholstery
AI-powered tools like Adobe Illustrator with generative features or CLO 3D can assist in drafting and iterating patterns digitally, reducing manual drawing time while human judgment finalises fit and design.
sets up and operates power and hand looms and machines to weave fibre into fabrics and carpets
AI can help optimise loom settings and detect fabric defects via computer vision in industrial contexts, but setting up and operating hand or power looms in craft settings remains largely manual.
knits garments and other articles form yarn by machine or by hand
Industrial knitting machines can be programmed with AI-assisted pattern software, but hand knitting and small-scale machine operation still require significant human skill and oversight.
marks out, cuts and sews corsets, light clothing and hoods and aprons and makes and repairs sails, boat covers and other canvas goods
AI can assist with pattern generation digitally, but the physical cutting, sewing, and handling of canvas materials requires skilled manual dexterity that robots cannot yet replicate in craft settings.
shapes and steams fabric into hats or hoods and gives final shape to fibre helmets and felt hats
Shaping, steaming, and finishing hats and helmets requires precise tactile judgment and physical manipulation that AI cannot replicate in traditional millinery or craft hat-making.
performs other tasks not elsewhere classified, for example, forms mounts for wigs, makes buttons, shapes hat brims, and staples seams of industrial gloves
Highly varied niche craft tasks such as wig mount forming, button making, and glove stapling are too diverse and manual for current AI or robotic systems to handle in craft-scale production.
fills and stuffs cushions, quilts, soft toys and furniture
Filling and stuffing cushions, quilts, and furniture is a tactile, hands-on physical task that current AI-driven automation cannot perform in small-scale or craft production environments.
ROI Calculator
Textiles, garments and related trades n.e.c.
This is not a pay rise — it's 180 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.