Ranked by resistance to AI
Within this field, which work is hardest for a machine to do.
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Architect
Designs buildings that must stand, meet code, please a client and cost the right amount — then carries legal responsibility if they don't.
AI-resistant 78 🎬Film Director
Turns a screenplay into a finished film by deciding every shot, performance and cut, then persuades a producer, a studio and an audience the vision was worth the budget.
AI-resistant 73 ✍️Novelist
The maker of book-length fiction, from Murasaki Shikibu's Heian court to the Kindle's self-publishing flood — a trade with no license, no ladder and no retirement age.
AI-resistant 62 🎻Musician
Spends years mastering an instrument or voice, then earns a living from performances, recordings and teaching in a market streaming has broadened but paid less for.
AI-resistant 60 🖌️Painter
The oldest image-making trade on record — from 45,000-year-old cave walls to the contemporary studio, still practiced one brushstroke at a time.
AI-resistant 74 🎮Game Designer
The architect of play — the person who decides what a game asks of its players, from Senet's ancient board to Tetris and today's three-billion-player industry.
AI-resistant 65