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Singulariki

Massage Therapists

Occupation · SOC 31-9011.00

Perform therapeutic massages of soft tissues and joints. May assist in the assessment of range of motion and muscle strength, or propose client therapy plans.

Also called: Certified Massage Therapist (CMT) · Licensed Massage Practitioner (LMP) · Licensed Massage Therapist (LMT) · Massage Therapist · Bodywork Therapist · Clinical Massage Therapist · Integrated Deep Tissue Massage Therapist · Registered Massage Therapist (RMT) · Soft Tissue Specialist · Therapeutic Massage Technician · Deep Tissue Massage Therapist · Massage Operator

Job family: Healthcare Support Occupations

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Download .md

A source-stamped Markdown brief of this occupation — paste it into an agent, or fetch /roles/role-31-9011-00/context.md directly.

AI work map

A fast read on where AI already shows up in this occupation, where it stays a copilot, where humans remain in the loop, and what the labor market is doing. Built from observed Claude.ai conversations mapped to O*NET tasks and from published research — measures of usage and exposure, not advice or predictions that the job is going away.

Use as a copilot

Task areas where people work with AI — iterating, learning, or checking — staying in the loop rather than handing the task off.

  • Provide clients with guidance and information about techniques for postural improvement and stretching, strengthening, relaxation, and rehabilitative exercises. · 1.1%
  • Confer with clients about their medical histories and problems with stress or pain to determine how massage will be most helpful. · 0.6%
See collaboration patterns →

Keep a human in the loop

Task areas where a human was still judged necessary in a large share of observed conversations — not a safety ruling, an observed-need signal.

  • Confer with clients about their medical histories and problems with stress or pain to determine how massage will be most helpful. · 96.8% need a human
  • Provide clients with guidance and information about techniques for postural improvement and stretching, strengthening, relaxation, and rehabilitative exercises. · 94.7% need a human
See the boundary tasks →

3rd-percentile task overlap — yet about 24,700 openings a year (+15.4% projected, BLS), and observed AI use leans 6666% copilot, not hand-off (AEI) . What exposure means →

AI & job outlook

What today's research says about this occupation's exposure to AI, how AI is actually being used in it, and where employment is headed. These are positions within published studies — measures of exposure and usage, not predictions that this job will disappear.

Exposure to current AI

Each study uses its own scale, so the raw scores are not comparable across rows — the percentile (this job's rank among all U.S. occupations with data) is the comparable figure, and sizes the bars.

Measure Rank vs all occupations Percentile Score
Overall AI exposure (Felten et al.) Low 6th -1.4
LLM task exposure, γ (OpenAI / Eloundou) Low 10th 0.1
AI assistant applicability (Microsoft) Low 2nd 0.0

OpenAI's exposure study scores tasks three ways: with a language model alone (α 0.1), with simple added tooling (β 0.1), and including AI-powered software (γ 0.1). Higher means more of the job's tasks could be done at least twice as fast — not that they will be automated away.

This job mostly cannot be done remotely (Dingel–Neiman) — its hands-on tasks sit outside what software-based AI reaches.

Historical automation estimate (2013)

A pre-LLM (2013) estimate of how automatable this job is by computerization and robotics. Shown for historical context only — it is not part of any current AI ranking.

Frey–Osborne probability 0.5 · 48th percentile among occupations · Moderate

How AI is actually used in this job

Among measured AI assistant conversations mapped to this occupation (Anthropic Economic Index, 2026-01-15), these task types came up most. These are shares of observed AI conversations — not shares of the job, of worker time, or of what could be automated.

Confer with clients about their medical histories and problems with stress or pain to determine how massage will be most helpful. 1.0%
Provide clients with guidance and information about techniques for postural improvement and stretching, strengthening, relaxation, and rehabilitative exercises. 0.9%
Apply finger and hand pressure to specific points of the body. 0.5%
Perform other adjunctive therapies or treatment techniques in addition to massage. 0.4%

Job outlook

Independent U.S. Bureau of Labor Statistics employment projection for 2024–2034 — a labor-market forecast, not an AI-impact forecast.

Outlook Growing fast · +15.4% by 2034
Projected annual openings 24,700
Employment 2024 → 2034 168,000 → 193,900

“Annual openings” counts new jobs plus replacements for workers who leave the occupation, so it can be large even when growth is modest.

Where this work sits on the global GenAI gradient

The ILO's 2025 global study scores generative-AI exposure on the international ISCO-08 occupation system, not US SOC. Bridged through the published (and approximate, many-to-many) IBS O*NET-SOC ↔ ISCO-08 crosswalk, this US occupation corresponds to the international occupation below. Exposure here means how much of the work's tasks today's AI can attempt — task overlap, not automation, adoption, or jobs lost.

17% mean task exposure (2025)
22nd percentile of 427 placed occupations
+0 pts shift 2023 → 2025
International occupation (ISCO-08) Task exposure (2025) Most tasks fall in
Physiotherapy Technicians and Assistants · 3255 17% Not exposed

Read the whole six-band gradient on the GenAI exposure gradient page. The crosswalk is approximate: a US occupation can map to several international ones, and the ILO scores describe the international occupation, not this exact US role.

Working with AI in this job

How people actually apply AI to this occupation's tasks, from Claude.ai (Free and Pro) conversations in the Anthropic Economic Index, 2026-01-15. This is one AI assistant's consumer sample — not all AI, not the whole workforce. Autonomy and the collaboration mix are model-rated estimates; figures below the sample floor are hidden.

Augmentation vs. automation 66.7% working with AI · 11.3% handed to AI
Most common way people use AI here Learning · you ask AI to explain or teach
Typical AI autonomy 4.0 / 5 · higher = AI acts more independently

What people delegate to AI

The role's most common tasks in AI conversations, each tagged with how people work with the AI on it. “Usage” is the share of observed conversations, not of the job.

Task How Usage
Provide clients with guidance and information about techniques for postural improvement and stretching, strengthening, relaxation, and rehabilitative exercises. Learning 1.1%
Confer with clients about their medical histories and problems with stress or pain to determine how massage will be most helpful. Learning 0.6%

Where a human is still needed

Tasks where the model most often judged that a person remained necessary — a useful read on the current boundary, not a guarantee.

Confer with clients about their medical histories and problems with stress or pain to determine how massage will be most helpful. 96.8%
Provide clients with guidance and information about techniques for postural improvement and stretching, strengthening, relaxation, and rehabilitative exercises. 94.7%

What people most often hand AI here

Example prompts phrased from the tasks people most often delegate to AI in this occupation (Anthropic Economic Index). Each shows the underlying measured task and its share of observed AI use. They are suggested phrasings of real tasks — starting points, not endorsed instructions.

  • Help me provide clients with guidance and information about techniques for postural improvement and stretching, strengthening, relaxation, and rehabilitative exercises.

    From: Provide clients with guidance and information about techniques for postural improvement and stretching, strengthening, relaxation, and rehabilitative exercises. · 1.1% of measured AI use · learning

  • Help me confer with clients about their medical histories and problems with stress or pain to determine how massage will be most helpful.

    From: Confer with clients about their medical histories and problems with stress or pain to determine how massage will be most helpful. · 0.6% of measured AI use · learning

Tasks

All 14 tasks O*NET lists for this occupation, ordered by importance. Each links to its own page with AI-exposure and observed-use detail.

Work activities

Knowledge, skills & abilities

O*NET importance rating, from 1 (not important) to 5 (extremely important).

Knowledge

Customer and Personal Service 4.6
Biology 3.3
English Language 3.3
Psychology 3.3
Medicine and Dentistry 3.1
Sales and Marketing 3.0
Public Safety and Security 3.0

Abilities

Dynamic Strength 3.8
Trunk Strength 3.8
Oral Comprehension 3.6
Oral Expression 3.6
Manual Dexterity 3.5
Problem Sensitivity 3.4
Multilimb Coordination 3.4
Extent Flexibility 3.3
Written Comprehension 3.1
Written Expression 3.1
Deductive Reasoning 3.1
Selective Attention 3.1
Arm-Hand Steadiness 3.1
Finger Dexterity 3.1
Stamina 3.1
Speech Clarity 3.1
Inductive Reasoning 3.0
Static Strength 3.0
Near Vision 3.0
Speech Recognition 3.0
Information Ordering 2.9

Essential skills

Active Listening 3.6
Speaking 3.6
Reading Comprehension 3.0
Writing 3.0
Critical Thinking 3.0
Active Learning 3.0
Monitoring 3.0

Transferable skills

Social Perceptiveness 3.3
Service Orientation 3.3
Judgment and Decision Making 3.1
Complex Problem Solving 3.0
Time Management 2.9

Skills in demand

Skills employers ask for in job postings for this occupation (Lightcast), with whether each is a common or specialized skill.

Tools & technology

Example Category
Microsoft Excel Spreadsheet software Hot technology
Microsoft Word Word processing software Hot technology
AppointmentQuest Online Appointment Manager Calendar and scheduling software
ICS Software SammyUSA Medical software
Land Software Customer Pro-File Medical software
Massage Suite Medical software
Scheduling software Calendar and scheduling software
WinCity Custom Software WinCity Massage SOAP Notes Medical software

Work context

How characteristic each condition is of the job, on O*NET's 1–5 context scale (higher = more present in day-to-day work). Each condition links to how it varies across all occupations.

Face-to-Face Discussions with Individuals and Within Teams 4.8
Indoors, Environmentally Controlled 4.7
Contact With Others 4.6
Determine Tasks, Priorities and Goals 4.6
Freedom to Make Decisions 4.5
Spend Time Making Repetitive Motions 4.3
Frequency of Decision Making 4.3
Physical Proximity 4.3
Telephone Conversations 4.2
Spend Time Standing 4.2
Deal With External Customers or the Public in General 4.2
Spend Time Bending or Twisting Your Body 4.0
Impact of Decisions on Co-workers or Company Results 3.7
E-Mail 3.6
Spend Time Using Your Hands to Handle, Control, or Feel Objects, Tools, or Controls 3.5
Level of Competition 3.3
Importance of Repeating Same Tasks 3.2
Importance of Being Exact or Accurate 3.0
Health and Safety of Other Workers 2.8
Spend Time Keeping or Regaining Balance 2.7
Written Letters and Memos 2.7
Consequence of Error 2.6
Work With or Contribute to a Work Group or Team 2.5
Conflict Situations 2.3
Time Pressure 2.3
Exposed to Disease or Infections 2.2
Dealing With Unpleasant, Angry, or Discourteous People 2.2
Spend Time Sitting 2.0
Exposed to Extremely Bright or Inadequate Lighting Conditions 1.9
Spend Time Kneeling, Crouching, Stooping, or Crawling 1.9
Coordinate or Lead Others in Accomplishing Work Activities 1.7
Exposed to Cramped Work Space, Awkward Positions 1.7
Work Outcomes and Results of Other Workers 1.6
Spend Time Walking or Running 1.6
Exposed to Sounds, Noise Levels that are Distracting or Uncomfortable 1.6
Wear Common Protective or Safety Equipment such as Safety Shoes, Glasses, Gloves, Hearing Protection, Hard Hats, or Life Jackets 1.6
Exposed to Minor Burns, Cuts, Bites, or Stings 1.5
Indoors, Not Environmentally Controlled 1.4
Public Speaking 1.4
Outdoors, Under Cover 1.4

How to get in

Job zone
Zone 3 — Job Zone Three: Medium Preparation Needed
Education
Most occupations in this zone require training in vocational schools, related on-the-job experience, or an associate's degree.
Typical entry-level education
Postsecondary nondegree award · BLS, the typical path — not a requirement
Related experience
Previous work-related skill, knowledge, or experience is required for these occupations. For example, an electrician must have completed three or four years of apprenticeship or several years of vocational training, and often must have passed a licensing exam, in order to perform the job.
Preparation level
SVP (6.0 to < 7.0) — total schooling plus on-the-job experience.

What to study: Health Professions and Related Programs . Fields of study crosswalked to this occupation (NCES CIP–SOC), not a requirement.

Education of current workers

Share of people in this occupation at each level of education.

Post-Secondary Certificate 73.1%
Associate's Degree (or other 2-year degree) 11.5%
Some College Courses 7.7%
High School Diploma 3.9%
Bachelor's Degree 3.9%

Interests & work styles

The interests and personal qualities O*NET associates with people who do this work.

Career interests (Holland / RIASEC)

Social 5.8
Realistic 4.8
Investigative 3.8
Conventional 2.7

Interest areas

Health Care Service 5.5
Personal Service 5.4
Social Service 4.1
Physical/Manual Labor 3.4
Medical Science 3.0
Teaching/Education 2.8
Athletics 2.4
Life Science 2.3
Professional Advising 2.3

Work styles

Dependability 4.0
Cooperation 3.0
Empathy 2.5

Wages & employment

U.S. · annual wages (BLS OEWS)

$33k10th$45k25th$58kMedian$77k75th$97k90th
Annual wages by percentile — U.S. (BLS OEWS). The light band spans the 10th–90th percentile; the darker band is the middle half (25th–75th); the line is the median.
168k2024194k2034 (proj.)+15.4% · Growing fast
Projected U.S. employment, 2024–2034 (BLS Employment Projections). A labor-market forecast for the occupation, not an AI-impact forecast.
10th percentile $33,280
25th percentile $44,870
Median (50th) $57,950
75th percentile $77,170
90th percentile $97,450
People employed 96,040

Industries that employ this occupation

Where these workers are employed, by number of jobs (national, BLS OEWS). Pay shown is the occupation's national median, not industry-specific.

Industry Workers National median pay
Other Services (except Public Administration) · Sector 50,170 $55,640
Health Care and Social Assistance · Sector 31,590 $62,990
Offices of Chiropractors · National industry 10,990 $66,710
Accommodation and Food Services · Sector 9,470 $44,870
Arts, Entertainment, and Recreation · Sector 3,400 $58,560
Fitness and Recreational Sports Centers · National industry 2,660 $73,900
Offices of Physical, Occupational and Speech Therapists, and Audiologists · National industry 1,400 $63,890
Casino Hotels · National industry 960 $31,150
Educational Services · Sector 520 $61,850
Administrative and Support and Waste Management and Remediation Services · Sector 180
Offices of Mental Health Practitioners (except Physicians) · National industry 40 $78,000
Real Estate and Rental and Leasing · Sector $33,140

Where this work is most concentrated

Industries where this occupation is far more common than in the economy as a whole. The location quotient is how many times more concentrated it is here (a value of 5 means five times its economy-wide share).

Industry Concentration Workers
Offices of Chiropractors · National industry 120.96× 10,990
Other Services (except Public Administration) · Sector 18.2× 50,170
Fitness and Recreational Sports Centers · National industry 6.77× 2,660
Offices of Physical, Occupational and Speech Therapists, and Audiologists · National industry 4.72× 1,400
Casino Hotels · National industry 4.57× 960
Health Care and Social Assistance · Sector 2.2× 31,590
Arts, Entertainment, and Recreation · Sector 2.07× 3,400
Accommodation and Food Services · Sector 1.07× 9,470

Part of the Healthcare & Human Services career cluster.

Exposure quadrant: AI task-overlap percentile vs Median pay Massage Therapists sits at the 3rd percentile of AI task-overlap and the 42nd percentile of median pay, placed here against 12 adjacent occupations on the same two axes. Lower overlap · higher pay Higher overlap · higher pay Higher overlap · lower pay Lower overlap · lower pay Massage Therapists Acupuncturists Physical Therapist Aides Occupational Therapy Aides Physical Therapist Assistants Licensed Practical and Licensed Vocational Nurses Respiratory Therapists Occupational Therapy Assistants Skincare Specialists Radiation Therapists Recreational Therapists Registered Nurses AI task-overlap percentile → ↑ Median pay
AI task-overlap percentile (horizontal) vs. median-pay percentile (vertical), across all scored occupations. This occupation is highlighted; related occupations are plotted alongside it. Overlap measures shared tasks with AI, not automation.

Side-by-side comparisons place two occupations’ pay, preparation, skills, and AI exposure on the same page — same data, same scale, no forecast.

What you can do with this

Options the data surfaces for Massage Therapists — not advice or a forecast. Each is a real cross-link you can follow into the evidence.

Skills that travel

Capabilities this work builds that are used across many other occupations.

Paths in

How people typically prepare for this work.

Zoom out

On the global GenAI exposure gradient this work sits around the 22nd percentile of 427 international occupations.

Write a report on thisheadline · factoids · citation

Massage Therapists show 3rd-percentile AI task overlap — and about 24,700 annual U.S. openings

  • Massage Therapists rank in the 3rd percentile (Low band) for AI task overlap across U.S. occupations — a measure of how much of the work today's AI can attempt, not how much is automated.Eloundou et al. (GPTs are GPTs) + Felten AIOE
  • The occupation is projected to see about 24,700 U.S. job openings per year (2024–34), counting growth and replacement — a labor-demand projection made independently of AI.BLS Employment Projections 2024–34
  • BLS projects employment to be growing fast (+15.4%) from 2024 to 2034.BLS Employment Projections 2024–34
  • Median annual pay is $57,950, across about 96,040 U.S. workers.BLS OEWS (May 2024)
  • Of the AI use actually observed for this work, 67% looks like augmentation (drafting, iterating, checking) rather than hands-off automation — from a Claude.ai usage sample, not a census.2026-01-15-v4-plus-2025-03-27-v2
Copy the whole kit
Massage Therapists show 3rd-percentile AI task overlap — and about 24,700 annual U.S. openings

• Massage Therapists rank in the 3rd percentile (Low band) for AI task overlap across U.S. occupations — a measure of how much of the work today's AI can attempt, not how much is automated. (Eloundou et al. (GPTs are GPTs) + Felten AIOE)
• The occupation is projected to see about 24,700 U.S. job openings per year (2024–34), counting growth and replacement — a labor-demand projection made independently of AI. (BLS Employment Projections 2024–34)
• BLS projects employment to be growing fast (+15.4%) from 2024 to 2034. (BLS Employment Projections 2024–34)
• Median annual pay is $57,950, across about 96,040 U.S. workers. (BLS OEWS (May 2024))
• Of the AI use actually observed for this work, 67% looks like augmentation (drafting, iterating, checking) rather than hands-off automation — from a Claude.ai usage sample, not a census. (2026-01-15-v4-plus-2025-03-27-v2)

Source: Singulariki — "Massage Therapists". https://singulariki.com/roles/role-31-9011-00
Note: AI task overlap measures what today's AI can attempt, not automation, job loss, or a forecast.

AssetsShare imageMethodology & sourcesPress & newsroomThe newsroom

Every line is built only from figures this page already shows and cites. AI task overlap means what today's AI can attempt — not automation, job loss, or a forecast.

Sources for this page

Every figure above traces to a named public dataset and the exact release below — not hand-written opinion. See the full methodology for what each measure does and does not mean.

Data compiled June 2, 2026. Figures are estimates, not advice.

Cite this page
Plain

Singulariki. "Massage Therapists." Singulariki: a source-backed encyclopedia of work. Built from O*NET 30.3; BLS Occupational Employment and Wage Statistics (OEWS) May 2024; BLS Employment Projections 2024–2034; Anthropic Economic Index v4 (2026-01-15) + v2 (2025-03-27); Microsoft “Working with AI” working-with-ai; “GPTs are GPTs” (Eloundou et al.) arXiv 2303.10130; AI Occupational Exposure (AIOE) Felten, Raj & Seamans; ILO / Gmyrek et al. GenAI exposure gradient 2025; IBS O*NET-SOC ↔ ISCO-08 occupation crosswalk 2022; Frey & Osborne (2013) frey-osborne-automation; Dingel & Neiman (2020) dingel-neiman-workathome. Accessed June 7, 2026. https://singulariki.com/roles/role-31-9011-00

APA

Singulariki. (2026). Massage Therapists. Singulariki: a source-backed encyclopedia of work. Retrieved June 7, 2026, from https://singulariki.com/roles/role-31-9011-00

BibTeX
@misc{singulariki-role-31-9011-00,
  title  = {Massage Therapists},
  author = {{Singulariki}},
  year   = {2026},
  note   = {O*NET 30.3; BLS Occupational Employment and Wage Statistics (OEWS) May 2024; BLS Employment Projections 2024–2034; Anthropic Economic Index v4 (2026-01-15) + v2 (2025-03-27); Microsoft “Working with AI” working-with-ai; “GPTs are GPTs” (Eloundou et al.) arXiv 2303.10130; AI Occupational Exposure (AIOE) Felten, Raj & Seamans; ILO / Gmyrek et al. GenAI exposure gradient 2025; IBS O*NET-SOC ↔ ISCO-08 occupation crosswalk 2022; Frey & Osborne (2013) frey-osborne-automation; Dingel & Neiman (2020) dingel-neiman-workathome. Accessed June 7, 2026},
  url    = {https://singulariki.com/roles/role-31-9011-00}
}

Citations name the underlying public dataset releases — they reflect what this page is built from, not just the URL.

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