Ranked by resistance to AI
Within this field, which work is hardest for a machine to do.
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Entrepreneur
The person who starts the company — spotting the gap, bearing the risk and answering for payroll, from Assyrian caravan financiers to venture-backed founders.
AI-resistant 88 💹Investment Banker
The dealmaker who prices companies and moves capital — a trade running from Medici Florence to today's pitch decks, paid for trust when billions change hands.
AI-resistant 42 🧾Accountant
The keeper of the books: heir to a craft so old it invented writing itself, now negotiating with the software built to automate it.
AI-resistant 35 📣Marketer
The professional who creates demand — from Pompeii's painted walls and P&G's 1931 brand-man memo to the auction-driven feeds of the digital era.
AI-resistant 38 🗺️Product Manager
Decides what a company should build next, and why — turning customer needs, business goals and engineering limits into one shared plan nobody else fully owns.
AI-resistant 50 💱Economist
The scholar of scarcity — from Adam Smith's pin factory to the central-bank decision room, still asked to predict what no model fully captures.
AI-resistant 62 🌿Sustainability Manager
Leads the strategy, measurement and reporting that helps organizations reduce environmental and social harm while meeting business obligations.
AI-resistant 66