← Risk register SOC 39-5093 · reviewed 2026-08-11

Shampooers

8,070 US workers · median $32,600/yr · Personal Care

EXPOSED

Washing, conditioning, and scalp-massaging a client's hair at a sink is manual, tactile work on a wet, unpredictable human head — nothing in current language AI or robotics comes close. The exposure isn't AI replacing the hands; it's that the role carries almost no licensure weight (most states need only a shampoo permit or nothing), almost no consequential decision-making, and the only screen-adjacent duties — booking, reminders, product upsell scripts, inventory notes — are exactly what salon software already handles. Scored for the modal salon assistant, not the senior stylist track this job often feeds into.

10-year outlook: The hands-on work is safe from AI for the full decade, but the job stays low-wage, tip-dependent, and treated as an entry rung — the real move is using it to get licensed rather than staying in it.

Score — 58/100 resistance

Five dimensions, 0–20 each, summed. Higher means more protected. The arithmetic is shown so you can check it: 18 + 19 + 6 + 11 + 4 = 58.

Task resistance 18/20

Tasks largely resist digitisation. At 18, nearly every minute of the shift — positioning a client's neck on the sink ledge, testing water temperature against your own wrist, working lather through hair that mats differently on every head, rinsing behind the ears without soaking the cape — has no digital substitute, and the only reason it isn't a 20 is that appointment intake, reminder texts, and retail product notes are already off your hands and onto the salon's booking system.

Embodiment 19/20

Hands-on in uncontrolled environments. A 19 reflects that you spend the day standing at a wet station with your forearms in warm water and product, adjusting to each client's scalp sensitivity, mobility limits, and hair length by touch — an uncontrolled, fluid-soaked environment with a live person in it, short of 20 only because the sink itself is a fixed, familiar station rather than a new site every job.

Liability shield 6/20

Certification preferred, not legally required. 6 recognizes that many states require a shampoo technician permit or limited-scope license covering sanitation and chemical handling — real paperwork, and real grounds for a board complaint if a client gets a chemical burn — but the salon's licensed cosmetologist or owner absorbs the consequence, and several states require nothing of you at all.

Trust premium 11/20

Some relationship component. 11 is the level where regulars ask for you by name and will wait for your hands at the bowl, but the relationship is anchored to the stylist who cuts and colors — clients book the chair, not the sink, so your rapport supplements someone else's client list rather than constituting the service being purchased.

Judgment & accountability 4/20

Executes defined procedures on defined inputs. 4 fits work that runs on set procedure — the stylist specifies the shampoo and conditioner, the color-processing timer dictates when you rinse, sanitation rules dictate the rest — leaving you the narrow calls of water temperature and pressure rather than any decision whose outcome you'd have to answer for.

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

Training paths for your skill gaps: Structured problem solving partner link

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.

Hairdressers, Hairstylists, and Cosmetologists SAFE · 75/100 · you already have ~61% of the skill profile

Skills to close: Operations Analysis, Active Learning, Complex Problem Solving, Critical Thinking

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.