← Risk register SOC 35-3031 · reviewed 2026-08-11

Waiters and Waitresses

2,270,910 US workers · median $35,230/yr · Food

EXPOSED

The automatable half of this job is the screen half: taking and entering orders, splitting checks, upselling prompts, and processing payment are already handled by QR menus, tabletop tablets, and kiosks in casual and fast-casual dining. What software cannot do is carry four plates through a crowded room, read a table that's unhappy before they complain, or run a section during a Friday rush — food running, bussing, and guest recovery are stubbornly physical and human. The real risk to this occupation is not an AI replacing a server but a restaurant redesigning service so it needs three servers instead of five.

10-year outlook: Ordering and payment go largely self-service by the mid-2030s, so total server jobs shrink and shift toward fewer, higher-skill positions in full-service dining where hospitality is the product.

Score — 49/100 resistance

Five dimensions, 0–20 each, summed. Higher means more protected. The arithmetic is shown so you can check it: 12 + 17 + 3 + 11 + 6 = 49.

Task resistance 12/20

Mixed — a routine tier and a judgment tier. Order entry, check-splitting, and payment are already off your hands at any restaurant that has installed tablets or QR codes, but plate delivery, table maintenance, allergen questions relayed to the kitchen, and pacing courses across a six-table section still require a person on the floor — that split, roughly half gone and half untouchable, is what puts it at 12 rather than the 16 a bartender or sommelier gets.

Embodiment 17/20

Hands-on in uncontrolled environments. You are on your feet the entire shift carrying trays through a room full of moving chairs, children, and spilled water, working hot plates and a crowded expo window, and the layout changes every time a party of eight rearranges the tables — that is uncontrolled-environment work, held just below 20 only because it's indoors and the same floor plan every night.

Liability shield 3/20

No licence, no signature requirement. No state licenses waitstaff; a food-handler card or ServSafe alcohol certificate runs a few hours online, and when a minor gets served or a guest gets a fatal allergen, the liquor license and the liability sit with the owner, not you — the 3 rather than 0 reflects that dram-shop laws in most states do name the individual server who overserved.

Trust premium 11/20

Some relationship component. Regulars asking for your section, knowing who wants their steak butterflied, and the tip that reflects how the night felt are real relationship value — but the diner who returns for the food and gets a different server each visit is the norm, which is why this is 11 and not the 15+ of a hairstylist whose clients follow them to a new salon.

Judgment & accountability 6/20

Executes defined procedures on defined inputs. Most of the shift runs on fixed sequence-of-service steps, POS modifiers, and manager approval for comps and voids; the discretion you do exercise — deciding to cut someone off, rushing a table with a flight to catch, comping a dessert within your allowance — is real but bounded and reversible, which is the difference between 6 and 10.

Confidence: high · reviewed 2026-08-11 · how scoring works

Tasks already automatable

What survives

Active moats: embodiment, physical-presence, trust

How to future-proof this job

Escape hatches — adjacent fields with better verdicts

Computed from U.S. Dept. of Labor O*NET skill profiles: high overlap with what you already do, materially higher resistance score.

Bartenders SAFE · 68/100 · you already have ~74% of the skill profile

Skills to close: Instructing, Learning Strategies, Negotiation, Management of Financial Resources

Cooks, Private Household SAFE · 67/100 · you already have ~58% of the skill profile

Skills to close: Management of Material Resources, Operations Analysis, Operation and Control, Management of Financial Resources

Hairdressers, Hairstylists, and Cosmetologists SAFE · 75/100 · you already have ~55% of the skill profile

Skills to close: Operations Analysis, Learning Strategies, Instructing, Writing

Field report — do you do this job?

Has AI actually changed your work?

Self-reported and unverified — a sentiment signal, not a survey. One response per person per occupation; you can change your answer.

From people who do this job

Nobody has filed one yet. If you do this work, you know things the rubric can't see.

What has actually changed in your work?

Concrete beats general: a tool that arrived, a task that moved, a headcount decision you watched happen. Don't include anything that identifies you or your employer if that would put you at risk.