Distribution across 35 profiles.
Middle half of Baristas score between 17% and 21%.
0%
50%
100%
p10 · 16%
22% · p90
Task breakdown by work type
On-screen work0%
Done entirely on a computer. High AI exposure — these tasks are already in the automation zone.
In-person + screen36%
Physical sensing, digital output — e.g. interviewing someone then writing a report. Partially protected.
Computer + action48%
Computer input, real-world output — needs someone to act on it, not just software.
Fully in-person17%
No computer required. Furthest from automation — the strongest human advantage.
Typical tasks
3 synthetic profiles for a Barista, ordered by automation exposure.
Tab between them to see how task mix drives the score difference.
TaskTimeTypeExposure
Preparing and brewing coffee or espresso drinks according to customer specifications, including grinding beans, tamping, and operating espresso machines
deep expertise
23%DA
10%
Steaming and frothing milk to the correct temperature and texture for drinks like lattes or cappuccinos
deep expertise
21%DA
18%
Cleaning and maintaining equipment (e.g., espresso machines, grinders, steam wands) and workspaces to ensure hygiene and functionality
16%AA
4%
Assembling and garnishing drinks with syrups, toppings, or latte art to meet presentation standards
deep expertisesocial element
10%DA
4%
Engaging with customers to provide recommendations, answer questions about menu items, or address concerns (e.g., drink preferences or dietary restrictions)
deep expertisesocial core
10%AA
3%
Taking customer orders at the counter or via a digital kiosk, including customizing drinks (e.g., specifying milk type, sweetness level, or extra shots of espresso)
8%AD
31%
Operating the cash register, handling payments (cash, card, or mobile), and providing correct change or receipts
8%AD
39%
TaskTimeTypeExposure
Taking customer orders at the counter or via a digital kiosk, including customizing drinks (e.g., specifying milk type, sweetness level, or extra shots of espresso)
26%AD
30%
Cleaning and maintaining equipment (e.g., espresso machines, grinders, steam wands) and workspaces to ensure hygiene and functionality
deep expertise
19%AA
10%
Operating the cash register, handling payments (cash, card, or mobile), and providing correct change or receipts
15%AD
28%
Preparing and brewing coffee or espresso drinks according to customer specifications, including grinding beans, tamping, and operating espresso machines
deep expertise
14%DA
13%
Steaming and frothing milk to the correct temperature and texture for drinks like lattes or cappuccinos
deep expertise
13%DA
15%
Assembling and garnishing drinks with syrups, toppings, or latte art to meet presentation standards
deep expertisesocial element
9%DA
1%
Engaging with customers to provide recommendations, answer questions about menu items, or address concerns (e.g., drink preferences or dietary restrictions)
1%AA
14%
TaskTimeTypeExposure
Operating the cash register, handling payments (cash, card, or mobile), and providing correct change or receipts
27%AD
43%
Taking customer orders at the counter or via a digital kiosk, including customizing drinks (e.g., specifying milk type, sweetness level, or extra shots of espresso)
27%AD
28%
Steaming and frothing milk to the correct temperature and texture for drinks like lattes or cappuccinos
deep expertise
22%DA
14%
Preparing and brewing coffee or espresso drinks according to customer specifications, including grinding beans, tamping, and operating espresso machines
deep expertise
18%DA
14%
Engaging with customers to provide recommendations, answer questions about menu items, or address concerns (e.g., drink preferences or dietary restrictions)
deep expertisesocial core
1%AA
0%
Assembling and garnishing drinks with syrups, toppings, or latte art to meet presentation standards
deep expertisesocial element
1%DA
11%
Cleaning and maintaining equipment (e.g., espresso machines, grinders, steam wands) and workspaces to ensure hygiene and functionality
1%AA
4%
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AI tools for this role
Tools relevant to the most automatable tasks in this profession.
