Shampooers

Most exposed tasks

Highest structured exposure values in this role’s task mix — the work AI systems can already do most of.

No strongly automatable task in the current data release.

Augmentable tasks

Work where AI assists rather than replaces — the productivity frontier of this role.

• Maintain treatment records.42

Most durable tasks

Lowest exposure — typically judgment, relationships, physical presence, or accountability. This is the human moat.

• Advise patrons with chronic or potentially contagious scalp conditions to seek medical treatment.13
• Massage, shampoo, and condition patron's hair and scalp to clean them and remove excess oil.26
• Treat scalp conditions and hair loss, using specialized lotions, shampoos, or equipment such as infrared lamps or vibrating equipment.27

Task exposure values and classifications come from the versioned data release — they are structured data, not model output. Bars show exposure contribution relative to this role’s task mix.

What this means

A score of 27 puts Shampooers in the least-exposed quarter of analyzed occupations. In practice, exposure this level is about the mix: 0 of 4 analyzed tasks lean automatable, 1 augmentable, and 3 durable. The useful question isn’t “will AI take this job” — it’s which tasks go first, which get faster, and where to reposition time. That’s what the personalized report maps against your actual week.

One next move: lean into the durable core above and adopt AI on the routine remainder before it becomes a mandate.

Lower-exposure adjacent roles

No adjacent role in the current data release is at least 10 points lower with ≥50% skill overlap — we don’t label anything “safer” unless the data supports it.

Labor-market context

• $32,600median wage
• 8,070employed
• 2,700annual openings
• +5.9%projected growth

Context only — labor statistics are not inputs to the exposure score. See methodology.

Related roles

Adjacent by skills or family — no exposure claim implied.

• Skincare Specialists 29
• Hairdressers, Hairstylists, and Cosmetologists 35
• Massage Therapists 38
• Barbers 38
• Manicurists and Pedicurists 26
• Makeup Artists, Theatrical and Performance 28

FAQ — Shampooers

What does a score of 27 mean for a Shampooers?

It means that, weighted across the 4 tasks we analyzed for this role, the task mix sits at 27 on a 0–100 exposure scale — in the least-exposed quarter of analyzed occupations. It measures task exposure to current and near-term AI capabilities, not the probability of losing a job.

Which tasks in this role are most exposed to AI?

This role has no strongly automatable task in the current data release.

Which parts of this job are most durable?

The most durable responsibilities are: Advise patrons with chronic or potentially contagious scalp conditions to seek medical treatment; Massage, shampoo, and condition patron's hair and scalp to clean them and remove excess oil; Treat scalp conditions and hair loss, using specialized lotions, shampoos, or equipment such as infrared lamps or vibrating equipment. Durable tasks typically depend on judgment, relationships, physical presence, or accountability.

Is this score personalized to me?

No — this page shows the occupation-level baseline. Two people with the same title often do different work. The $9 personalized report recalculates the score from the tasks you actually do and builds a concrete 7/30/90-day plan around them.