Flavorist

Flavorists create the flavors in foods and drinks, working from a library of natural and synthetic ingredients and tasting as they go. The training is long. To become a certified member of the Society of Flavor Chemists, the flavorists' professional society, you need at least seven years of training under certified flavorists, and five years to join as an apprentice member. That long pipeline keeps the number of flavorists small.

AI has reached the formula stage. In 2020, Firmenich, then the world's largest privately owned perfume and taste company, announced what it called the first flavor created by AI, a grilled-beef taste for plant-based meat, built with Microsoft. The company said AI gives its flavorists "a precise formula starting point" plus suggested ingredient combinations, and that the flavorists then create the final taste. That is the company's own announcement, not an independent test. A 2025 Microsoft Research study of AI chatbot use ranked the two nearest government categories, food scientists and chemists, 138th and 181st of 785 occupations for how much of their work AI can help with: the upper part of the list, but well below office jobs.

Tasting, judging and adjusting a flavor until it works in a real product is still human work, and demand looks steady: the government projects jobs for chemists to grow 6.4% and food scientists 6.2% from 2025 to 2035, faster than the 3.5% average. It does not count flavorists separately.

We raise this from 1 to 2. A 1 means AI cannot do the core work, but AI now drafts the starting formula, which is part of the core. It does not replace the flavorist's palate. What would change the score: flavor houses using AI-drafted formulas to hire fewer apprentices would push it to 3.