Mix ingredients, such as liquor, soda, water, sugar, and bitters, to prepare cocktails and other drinks.

“Mix ingredients, such as liquor, soda, water, sugar, and bitters, to prepare cocktails and other drinks.” is a core task performed by Bartenders. Among the occupation's 20 rated tasks, workers place it 8th by importance (#13 most important). About 97% of workers say it is relevant to their job.

This is a single occupation-specific task statement from O*NET. The figures below describe how central the task is to the job and what independent studies measure about AI and this kind of work — not a prediction that the task will be automated.

Work activities this task rolls up to

O*NET groups concrete tasks into broader work activities shared across many occupations.

• Prepare mixtures or solutions. in Performing General Physical Activities

AI exposure

The OpenAI / Eloundou “GPTs are GPTs” study rates this task E0. No direct exposure — current language models give little or no time savings on this task.

Exposure measures whether a model could meaningfully speed the task up — it is an estimate of overlap with model capabilities, not a measure of whether the work will be done by software. The study's intermediate score (β) for this task is 0.00. Automation potential label: T0.

How AI is actually used on this kind of task

The Anthropic Economic Index observes how people actually use AI on tasks like this one across millions of real conversations.

• 0.002% share of AI-use records mapped to this task
• Most common interaction: directive
• Average autonomy of the AI: 3.4 (1–5; higher = more autonomous)
• 100% of interactions still needed a human in the loop

Observed AI use describes people choosing to use AI as a tool on this kind of task today. It is augmentation and assistance, not a measure of jobs replaced.

Working with AI vs. handing it off

Of the AI conversations mapped to this task, the split between people working alongside AI and people delegating the task to it.

How people interact with AI on this task

Other tasks in this occupation

• Clean glasses, utensils, and bar equipment. · importance 4.8
• Collect money for drinks served. · importance 4.8
• Check identification of customers to verify age requirements for purchase of alcohol. · importance 4.7
• Balance cash receipts. · importance 4.7
• Clean bars, work areas, and tables. · importance 4.7
• Attempt to limit problems and liability related to customers' excessive drinking by taking steps such as persuading customers to stop drinking, or ordering taxis or other transportation for intoxicated patrons. · importance 4.6
• Take beverage orders from serving staff or directly from patrons. · importance 4.6
• Serve wine, and bottled or draft beer. · importance 4.5
• Plan, organize, and control the operations of a cocktail lounge or bar. · importance 4.5
• Stock bar with beer, wine, liquor, and related supplies such as ice, glassware, napkins, or straws. · importance 4.5
• Serve snacks or food items to customers seated at the bar. · importance 4.4
• Supervise the work of bar staff and other bartenders. · importance 4.4
• Order or requisition liquors and supplies. · importance 4.1
• Slice and pit fruit for garnishing drinks. · importance 4.0

See all tasks on the Bartenders page.

Sources for this page

Every figure above traces to a named public dataset and the exact release below — not hand-written opinion. See the full methodology for what each measure does and does not mean.

• O*NET 30.3 U.S. Department of Labor / National Center for O*NET Development
• Anthropic Economic Index v4 (2026-01-15) + v2 (2025-03-27) Anthropic
• “GPTs are GPTs” (Eloundou et al.) arXiv 2303.10130 OpenAI / academic

Data compiled June 2, 2026. Figures are estimates, not advice.

@misc{singulariki-task-2231,
  title  = {Mix ingredients, such as liquor, soda, water, sugar, and bitters, to prepare cocktails and other drinks.},
  author = {{Singulariki}},
  year   = {2026},
  note   = {O*NET 30.3; Anthropic Economic Index v4 (2026-01-15) + v2 (2025-03-27); “GPTs are GPTs” (Eloundou et al.) arXiv 2303.10130. Accessed June 7, 2026},
  url    = {https://singulariki.com/tasks/task-2231}
}