clothing sample machinist

Clothing sample machinists create the first made-up sample of a garment design. They make decisions regarding the makeup of garments taking into consideration bulk production to ensure sealing samples are ready on time. They press finished garments and make quality control checks.

The most in-demand skills for this role include manufacturing of wearing apparel, manufacturing of made-up textile articles, marker making, fabric spreading in the fashion industry, 3D body scanning technologies, apparel manufacturing technology. These are the skills O*NET identifies as most important for competent performance.

Our AI-durability model gives clothing sample machinist a score of 0.50 on a 0-1 scale (higher = more exposure). That places it at moderate AI exposure — some tasks are being automated but the role adapts. Learning to work with AI tools rather than against them is the path forward.