Occupation baseline · Research consensus
Will AI replace Shampooers?
Baseline AI displacement risk for Shampooers, aggregated from 5 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 13 out of 100 it scores 11 points below the Personal Services average of 24. Across the 5 sources behind this baseline, individual estimates run from 7 to 16, 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 5 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 · 2026Anthropic
- 02Global Automation Atlas: Task Substitution Exposure by Occupation · 2026Garg, Crosta, Baier (2026), arXiv:2605.17086
- 03Working with AI: Measuring the Applicability of Generative AI to Occupations · 2025Tomlinson, Jaffe et al., Microsoft Research (2025)
- 04GPTs are GPTs: Labor Market Impact Potential of LLMs · 2024Eloundou, Manning, Mishkin, Rock (Science, 2024)
- 05AI Occupational Exposure to Language Modeling · 2023Felten, Raj, Seamans (2023)
Common questions
- How likely is AI to replace Shampooers?
- Published research puts Shampooers at 13 out of 100 for AI displacement risk, in the lower risk band. The number is a weighted consensus of 5 research sources and describes the typical version of the role, not any individual.
- Do researchers agree on the risk for Shampooers?
- Broadly, yes. Individual estimates for Shampooers run from 7 to 16 out of 100 across the 5 sources behind this score, a fairly tight range. More recent and higher confidence studies carry more weight in the final number.
- Which personal services roles face similar AI exposure?
- The closest published personal services roles to Shampooers by score are Morticians, Undertakers, and Funeral Arrangers (13/100), Skincare Specialists (13/100), and Crematory Operators (14/100). Each has its own page with the research behind its number.
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.
Your number is not the baseline
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More personal services occupations
- Crematory Operators14/100
- Hairdressers, Hairstylists, and Cosmetologists14/100
- Motion Picture Projectionists14/100
- Morticians, Undertakers, and Funeral Arrangers13/100
- Skincare Specialists13/100
- Barbers12/100
- Manicurists and Pedicurists12/100
- Animal Trainers10/100
Informational guidance based on published research, not professional career or financial advice. Scores update as new research is ingested.