Occupation baseline · Research consensus

Will AI replace Shampooers?

Lower risk

Baseline AI displacement risk for Shampooers, aggregated from 3 research sources.

What this score means

Shampooers is among the least exposed roles in Personal Services. Most of what the job involves still sits outside what current AI can do, even as the tools around it keep changing. At 15 out of 100 it scores 10 points below the Personal Services average of 25. Across the 3 sources behind this baseline, individual estimates run from 7 to 20, so the score is a weighted consensus rather than any single figure.

The number is a consensus estimate for the typical version of the role, built from published academic and industry research scored occupation by occupation. It is not a prediction about any individual. How scoring works

What this job actually involves

Exposure follows the work itself rather than the job title, so it is worth seeing what the role is made of. These are the tasks O*NET records for Shampooers, most central first.

01Massage, shampoo, and condition patron's hair and scalp to clean them and remove excess oil.
02Advise patrons with chronic or potentially contagious scalp conditions to seek medical treatment.
03Treat scalp conditions and hair loss, using specialized lotions, shampoos, or equipment such as infrared lamps or vibrating equipment.
04Maintain treatment records.

Task statements from O*NET by the National Center for O*NET Development, used under CC BY 4.0. The tasks are descriptive; the exposure score above is ours.

The research behind this score

This baseline aggregates 3 research sources that scored Shampooers for AI and automation exposure. More recent, higher confidence studies carry more weight in the final number.

01Anthropic Economic Index 2026 - AI Task Exposure · 2026
02GPTs are GPTs: Labor Market Impact Potential of LLMs · 2024
03AI Occupational Exposure to Language Modeling · 2023

Also covers

Hair Assistant · Hair Shampoo Assistant · Salon Shampoo Assistant · Scalp Treatment Operator · Scalp Treatment Specialist · Shampoo Assistant · Shampoo Person · Shampoo Specialist and related titles

Estimated displacement window

The dated estimate for this role is included in the full personalised report.

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Informational guidance based on published research, not professional career or financial advice. Scores update as new research is ingested.