{
  "entityType": "role",
  "schemaVersion": "role.v1",
  "slug": "role-39-5093-00",
  "socCode": "39-5093.00",
  "title": "Shampooers",
  "summary": "Shampoo and rinse customers' hair.",
  "aliases": [
    "Shampoo Assistant",
    "Shampoo Technician",
    "Shampooer",
    "Stylist Assistant",
    "Hair Assistant",
    "Shampoo Person",
    "Hair Shampoo Assistant",
    "Salon Shampoo Assistant",
    "Scalp Treatment Operator",
    "Scalp Treatment Specialist",
    "Shampoo Specialist",
    "Shampooist"
  ],
  "tasks": [
    {
      "text": "Massage, shampoo, and condition patron's hair and scalp to clean them and remove excess oil.",
      "type": "Core",
      "iwa": "4.A.3.a.2.u"
    },
    {
      "text": "Advise patrons with chronic or potentially contagious scalp conditions to seek medical treatment.",
      "type": "Core",
      "iwa": "4.A.4.b.6.a"
    },
    {
      "text": "Maintain treatment records.",
      "type": "Supplemental",
      "iwa": "4.A.3.b.6.h"
    },
    {
      "text": "Treat scalp conditions and hair loss, using specialized lotions, shampoos, or equipment such as infrared lamps or vibrating equipment.",
      "type": "Core",
      "iwa": "4.A.3.a.2.u"
    }
  ],
  "emergingTasks": [
    {
      "text": "Assist hair stylists with chemical services, such as neutralizing perms and applying hair color."
    },
    {
      "text": "Launder and fold the towels that are used for drying customers' hair."
    },
    {
      "text": "Refill and stock work stations with supplies, such as shampoos and conditioners."
    },
    {
      "text": "Rinse out hair color or permanent solutions from customers' hair."
    },
    {
      "text": "Sweep hair from the salon floor."
    }
  ],
  "activities": [
    {
      "name": "Apply cleansing or conditioning agents to client hair, scalp, or skin.",
      "iwa": "4.A.3.a.2.u"
    },
    {
      "name": "Administer therapeutic massages.",
      "iwa": "4.A.4.a.5.b"
    },
    {
      "name": "Provide medical or cosmetic advice for clients.",
      "iwa": "4.A.4.b.6.a"
    },
    {
      "name": "Apply solutions to hair for therapeutic or cosmetic purposes.",
      "iwa": "4.A.3.a.2.u"
    },
    {
      "name": "Maintain client information or service records.",
      "iwa": "4.A.3.b.6.h"
    }
  ],
  "capabilities": [
    {
      "name": "Customer and Personal Service",
      "family": "knowledge",
      "value": 4.23
    },
    {
      "name": "English Language",
      "family": "knowledge",
      "value": 4.09
    },
    {
      "name": "Oral Comprehension",
      "family": "ability",
      "value": 3.62
    },
    {
      "name": "Oral Expression",
      "family": "ability",
      "value": 3.38
    },
    {
      "name": "Speaking",
      "family": "essential_skill",
      "value": 3.25
    },
    {
      "name": "Speech Clarity",
      "family": "ability",
      "value": 3.25
    },
    {
      "name": "Sales and Marketing",
      "family": "knowledge",
      "value": 3.22
    },
    {
      "name": "Active Listening",
      "family": "essential_skill",
      "value": 3.12
    },
    {
      "name": "Arm-Hand Steadiness",
      "family": "ability",
      "value": 3.12
    },
    {
      "name": "Near Vision",
      "family": "ability",
      "value": 3.12
    },
    {
      "name": "Service Orientation",
      "family": "transferable_skill",
      "value": 3
    },
    {
      "name": "Manual Dexterity",
      "family": "ability",
      "value": 3
    },
    {
      "name": "Finger Dexterity",
      "family": "ability",
      "value": 2.88
    },
    {
      "name": "Speech Recognition",
      "family": "ability",
      "value": 2.88
    },
    {
      "name": "Monitoring",
      "family": "essential_skill",
      "value": 2.75
    },
    {
      "name": "Social Perceptiveness",
      "family": "transferable_skill",
      "value": 2.75
    },
    {
      "name": "Coordination",
      "family": "transferable_skill",
      "value": 2.75
    },
    {
      "name": "Problem Sensitivity",
      "family": "ability",
      "value": 2.75
    },
    {
      "name": "Deductive Reasoning",
      "family": "ability",
      "value": 2.75
    },
    {
      "name": "Selective Attention",
      "family": "ability",
      "value": 2.75
    },
    {
      "name": "Trunk Strength",
      "family": "ability",
      "value": 2.75
    },
    {
      "name": "Public Safety and Security",
      "family": "knowledge",
      "value": 2.74
    },
    {
      "name": "Chemistry",
      "family": "knowledge",
      "value": 2.73
    },
    {
      "name": "Education and Training",
      "family": "knowledge",
      "value": 2.73
    },
    {
      "name": "Written Comprehension",
      "family": "ability",
      "value": 2.62
    },
    {
      "name": "Inductive Reasoning",
      "family": "ability",
      "value": 2.62
    },
    {
      "name": "Information Ordering",
      "family": "ability",
      "value": 2.62
    },
    {
      "name": "Psychology",
      "family": "knowledge",
      "value": 2.59
    },
    {
      "name": "Reading Comprehension",
      "family": "essential_skill",
      "value": 2.5
    },
    {
      "name": "Critical Thinking",
      "family": "essential_skill",
      "value": 2.5
    },
    {
      "name": "Judgment and Decision Making",
      "family": "transferable_skill",
      "value": 2.5
    },
    {
      "name": "Time Management",
      "family": "transferable_skill",
      "value": 2.5
    },
    {
      "name": "Written Expression",
      "family": "ability",
      "value": 2.5
    },
    {
      "name": "Category Flexibility",
      "family": "ability",
      "value": 2.5
    },
    {
      "name": "Time Sharing",
      "family": "ability",
      "value": 2.5
    },
    {
      "name": "Writing",
      "family": "essential_skill",
      "value": 2.38
    },
    {
      "name": "Persuasion",
      "family": "transferable_skill",
      "value": 2.38
    },
    {
      "name": "Control Precision",
      "family": "ability",
      "value": 2.38
    },
    {
      "name": "Dynamic Strength",
      "family": "ability",
      "value": 2.38
    },
    {
      "name": "Extent Flexibility",
      "family": "ability",
      "value": 2.38
    }
  ],
  "skills": [
    {
      "name": "English Language",
      "type": "Common Skill"
    },
    {
      "name": "Active Listening",
      "type": "Common Skill"
    },
    {
      "name": "Facebook",
      "type": "Specialized Skill"
    },
    {
      "name": "Speech Recognition",
      "type": "Specialized Skill"
    },
    {
      "name": "Finger Dexterity",
      "type": "Common Skill"
    },
    {
      "name": "Social Perceptiveness",
      "type": "Common Skill"
    },
    {
      "name": "Deductive Reasoning",
      "type": "Common Skill"
    },
    {
      "name": "Chemistry",
      "type": "Specialized Skill"
    },
    {
      "name": "Information Ordering",
      "type": "Specialized Skill"
    },
    {
      "name": "Inductive Reasoning",
      "type": "Common Skill"
    },
    {
      "name": "Psychology",
      "type": "Specialized Skill"
    },
    {
      "name": "Time Management",
      "type": "Common Skill"
    },
    {
      "name": "Reading Comprehension",
      "type": "Common Skill"
    },
    {
      "name": "Critical Thinking",
      "type": "Common Skill"
    },
    {
      "name": "Writing",
      "type": "Common Skill"
    },
    {
      "name": "Negotiation",
      "type": "Common Skill"
    },
    {
      "name": "Active Learning",
      "type": "Common Skill"
    },
    {
      "name": "Instructing",
      "type": "Specialized Skill"
    },
    {
      "name": "Complex Problem Solving",
      "type": "Common Skill"
    },
    {
      "name": "Visualization",
      "type": "Specialized Skill"
    },
    {
      "name": "Mathematics",
      "type": "Common Skill"
    },
    {
      "name": "Learning Strategies",
      "type": "Specialized Skill"
    },
    {
      "name": "Email Software",
      "type": "Specialized Skill"
    },
    {
      "name": "Biology",
      "type": "Specialized Skill"
    },
    {
      "name": "Systems Analysis",
      "type": "Specialized Skill"
    },
    {
      "name": "Depth Perception",
      "type": "Common Skill"
    },
    {
      "name": "Foreign Language",
      "type": "Common Skill"
    },
    {
      "name": "Physics",
      "type": "Specialized Skill"
    },
    {
      "name": "Equipment Selection",
      "type": "Specialized Skill"
    },
    {
      "name": "Telecommunications",
      "type": "Specialized Skill"
    },
    {
      "name": "Geography",
      "type": "Specialized Skill"
    },
    {
      "name": "Installation",
      "type": "Specialized Skill"
    },
    {
      "name": "Equipment Maintenance",
      "type": "Specialized Skill"
    }
  ],
  "tools": [
    {
      "example": "Facebook",
      "category": "Web page creation and editing software",
      "hot": true,
      "inDemand": false
    },
    {
      "example": "Appointment scheduling software",
      "category": "Calendar and scheduling software",
      "hot": false,
      "inDemand": false
    },
    {
      "example": "Email software",
      "category": "Electronic mail software",
      "hot": false,
      "inDemand": false
    },
    {
      "example": "Inventory tracking software",
      "category": "Inventory management software",
      "hot": false,
      "inDemand": false
    },
    {
      "example": "Web browser software",
      "category": "Internet browser software",
      "hot": false,
      "inDemand": false
    }
  ],
  "workContext": [
    {
      "name": "Indoors, Environmentally Controlled",
      "value": 4.95
    },
    {
      "name": "Contact With Others",
      "value": 4.92
    },
    {
      "name": "Spend Time Standing",
      "value": 4.79
    },
    {
      "name": "Importance of Being Exact or Accurate",
      "value": 4.73
    },
    {
      "name": "Physical Proximity",
      "value": 4.63
    },
    {
      "name": "Spend Time Using Your Hands to Handle, Control, or Feel Objects, Tools, or Controls",
      "value": 4.57
    },
    {
      "name": "Face-to-Face Discussions with Individuals and Within Teams",
      "value": 4.54
    },
    {
      "name": "Work With or Contribute to a Work Group or Team",
      "value": 4.45
    },
    {
      "name": "Spend Time Making Repetitive Motions",
      "value": 4.42
    },
    {
      "name": "Impact of Decisions on Co-workers or Company Results",
      "value": 4.36
    },
    {
      "name": "Frequency of Decision Making",
      "value": 4.11
    },
    {
      "name": "Deal With External Customers or the Public in General",
      "value": 4.03
    },
    {
      "name": "Telephone Conversations",
      "value": 3.88
    },
    {
      "name": "Freedom to Make Decisions",
      "value": 3.62
    },
    {
      "name": "Determine Tasks, Priorities and Goals",
      "value": 3.42
    },
    {
      "name": "Coordinate or Lead Others in Accomplishing Work Activities",
      "value": 3.38
    },
    {
      "name": "Time Pressure",
      "value": 3.33
    },
    {
      "name": "Spend Time Walking or Running",
      "value": 3.16
    },
    {
      "name": "Wear Common Protective or Safety Equipment such as Safety Shoes, Glasses, Gloves, Hearing Protection, Hard Hats, or Life Jackets",
      "value": 3.04
    },
    {
      "name": "Health and Safety of Other Workers",
      "value": 2.98
    },
    {
      "name": "Dealing With Unpleasant, Angry, or Discourteous People",
      "value": 2.89
    },
    {
      "name": "Work Outcomes and Results of Other Workers",
      "value": 2.8
    },
    {
      "name": "Level of Competition",
      "value": 2.71
    },
    {
      "name": "Spend Time Bending or Twisting Your Body",
      "value": 2.66
    },
    {
      "name": "Importance of Repeating Same Tasks",
      "value": 2.54
    },
    {
      "name": "Exposed to Contaminants",
      "value": 2.49
    },
    {
      "name": "Written Letters and Memos",
      "value": 2.33
    },
    {
      "name": "Conflict Situations",
      "value": 1.9
    },
    {
      "name": "Consequence of Error",
      "value": 1.82
    },
    {
      "name": "Degree of Automation",
      "value": 1.8
    },
    {
      "name": "Pace Determined by Speed of Equipment",
      "value": 1.79
    },
    {
      "name": "Exposed to Cramped Work Space, Awkward Positions",
      "value": 1.78
    },
    {
      "name": "Spend Time Keeping or Regaining Balance",
      "value": 1.62
    },
    {
      "name": "Exposed to Sounds, Noise Levels that are Distracting or Uncomfortable",
      "value": 1.54
    },
    {
      "name": "Indoors, Not Environmentally Controlled",
      "value": 1.51
    },
    {
      "name": "Spend Time Sitting",
      "value": 1.46
    },
    {
      "name": "Exposed to Minor Burns, Cuts, Bites, or Stings",
      "value": 1.45
    },
    {
      "name": "Spend Time Kneeling, Crouching, Stooping, or Crawling",
      "value": 1.43
    },
    {
      "name": "Exposed to Hazardous Conditions",
      "value": 1.42
    },
    {
      "name": "Exposed to Disease or Infections",
      "value": 1.4
    }
  ],
  "preparation": {
    "jobZone": "2",
    "jobZoneName": "Job Zone 1-2: Very Little to Some Preparation Needed",
    "education": "Usually requires a high school diploma or GED, though some occupations may not.",
    "experience": "Some occupations may need little or no previous experience; others require several months to a year of experience. For example, landscaping and groundskeeping workers might require very little training or previous experience, while agricultural equipment operators can benefit from on-the job training.",
    "svpRange": "(Below 6.0)",
    "educationDistribution": [
      {
        "label": "Post-Secondary Certificate",
        "percentage": 67.55
      },
      {
        "label": "High School Diploma",
        "percentage": 18.35
      },
      {
        "label": "Less than a High School Diploma",
        "percentage": 13.05
      },
      {
        "label": "Some College Courses",
        "percentage": 1.05
      }
    ]
  },
  "personFit": [
    {
      "name": "Realistic",
      "family": "career_interest_type",
      "value": 5.53
    },
    {
      "name": "Personal Service",
      "family": "specific_interest_area",
      "value": 5.07
    },
    {
      "name": "Social",
      "family": "career_interest_type",
      "value": 3.75
    },
    {
      "name": "Conventional",
      "family": "career_interest_type",
      "value": 3.37
    },
    {
      "name": "Physical/Manual Labor",
      "family": "specific_interest_area",
      "value": 2.48
    },
    {
      "name": "Enterprising",
      "family": "career_interest_type",
      "value": 2.47
    },
    {
      "name": "Health Care Service",
      "family": "specific_interest_area",
      "value": 2.23
    },
    {
      "name": "Cooperation",
      "family": "work_style",
      "value": 1.84
    },
    {
      "name": "Empathy",
      "family": "work_style",
      "value": 1.83
    },
    {
      "name": "Social Orientation",
      "family": "work_style",
      "value": 1.83
    },
    {
      "name": "Dependability",
      "family": "work_style",
      "value": 1.83
    },
    {
      "name": "Social Service",
      "family": "specific_interest_area",
      "value": 1.81
    },
    {
      "name": "Sales",
      "family": "specific_interest_area",
      "value": 1.63
    },
    {
      "name": "Artistic",
      "family": "career_interest_type",
      "value": 1.56
    },
    {
      "name": "Optimism",
      "family": "work_style",
      "value": 1.53
    },
    {
      "name": "Teaching/Education",
      "family": "specific_interest_area",
      "value": 1.51
    }
  ],
  "relatedRoles": [
    {
      "socCode": "39-5094.00",
      "slug": "role-39-5094-00",
      "title": "Skincare Specialists",
      "tier": "Primary-Short"
    },
    {
      "socCode": "39-5012.00",
      "slug": "role-39-5012-00",
      "title": "Hairdressers, Hairstylists, and Cosmetologists",
      "tier": "Primary-Short"
    },
    {
      "socCode": "31-9011.00",
      "slug": "role-31-9011-00",
      "title": "Massage Therapists",
      "tier": "Primary-Short"
    },
    {
      "socCode": "39-5011.00",
      "slug": "role-39-5011-00",
      "title": "Barbers",
      "tier": "Primary-Short"
    },
    {
      "socCode": "39-5092.00",
      "slug": "role-39-5092-00",
      "title": "Manicurists and Pedicurists",
      "tier": "Primary-Short"
    },
    {
      "socCode": "39-5091.00",
      "slug": "role-39-5091-00",
      "title": "Makeup Artists, Theatrical and Performance",
      "tier": "Primary-Long"
    },
    {
      "socCode": "31-2022.00",
      "slug": "role-31-2022-00",
      "title": "Physical Therapist Aides",
      "tier": "Primary-Long"
    },
    {
      "socCode": "31-1121.00",
      "slug": "role-31-1121-00",
      "title": "Home Health Aides",
      "tier": "Primary-Long"
    },
    {
      "socCode": "51-6011.00",
      "slug": "role-51-6011-00",
      "title": "Laundry and Dry-Cleaning Workers",
      "tier": "Primary-Long"
    },
    {
      "socCode": "31-1131.00",
      "slug": "role-31-1131-00",
      "title": "Nursing Assistants",
      "tier": "Primary-Long"
    },
    {
      "socCode": "29-9093.00",
      "slug": "role-29-9093-00",
      "title": "Surgical Assistants",
      "tier": "Supplemental"
    },
    {
      "socCode": "29-1022.00",
      "slug": "role-29-1022-00",
      "title": "Oral and Maxillofacial Surgeons",
      "tier": "Supplemental"
    }
  ],
  "careerClusters": [
    {
      "cluster": "Healthcare & Human Services",
      "slug": "healthcare-human-services"
    }
  ],
  "educationLevel": {
    "category": "No formal educational credential",
    "slug": "no-formal-educational-credential"
  },
  "studyPrograms": [
    {
      "title": "Culinary, Entertainment, and Personal Services",
      "slug": "culinary-entertainment-and-personal-services"
    }
  ],
  "market": {
    "medianWage": 31470,
    "meanWage": 30830,
    "pct10Wage": 22880,
    "pct25Wage": 27390,
    "pct75Wage": 35610,
    "pct90Wage": 35970,
    "employment": 8890,
    "areaTitle": "U.S."
  },
  "industries": {
    "top": [
      {
        "naics": "81",
        "slug": "81",
        "title": "Other Services (except Public Administration)",
        "level": "Sector",
        "employment": 8740,
        "medianWage": 31470,
        "lq": 34.25
      },
      {
        "naics": "56",
        "slug": "56",
        "title": "Administrative and Support and Waste Management and Remediation Services",
        "level": "Sector",
        "medianWage": 33340
      }
    ],
    "concentrated": [
      {
        "naics": "81",
        "slug": "81",
        "title": "Other Services (except Public Administration)",
        "level": "Sector",
        "employment": 8740,
        "lq": 34.25
      }
    ],
    "count": 2
  },
  "aiSignals": [
    {
      "source": "frey_osborne",
      "label": "Computerization probability",
      "score": 0.79,
      "scale": "0-1 probability",
      "release": "2013-baseline-2016-employment-snapshot"
    },
    {
      "source": "felten_aioe",
      "label": "AI occupational exposure",
      "score": -0.905371,
      "scale": "relative exposure score",
      "release": "2021-plus-generative-ai-workbooks"
    },
    {
      "source": "felten_image_generation_aioe",
      "label": "Image generation occupational exposure",
      "score": -1.740773,
      "scale": "relative exposure score",
      "release": "2021-plus-generative-ai-workbooks"
    },
    {
      "source": "felten_language_modeling_aioe",
      "label": "Language modeling occupational exposure",
      "score": -0.5005988,
      "scale": "relative exposure score",
      "release": "2021-plus-generative-ai-workbooks"
    }
  ],
  "aiOutlook": {
    "index": {
      "value": 22,
      "percentile": 20,
      "band": "Low",
      "version": "ai-exposure-index-v1",
      "components": [
        {
          "percentile": 21,
          "source": "felten_aioe"
        },
        {
          "percentile": 19,
          "source": "openai_gpts_are_gpts"
        },
        {
          "percentile": 27,
          "source": "microsoft_working_with_ai"
        }
      ],
      "componentCount": 3
    },
    "exposure": [
      {
        "source": "felten_aioe",
        "label": "Overall AI exposure (Felten et al.)",
        "value": -0.905371,
        "percentile": 21,
        "band": "Low",
        "note": "How much this job's abilities overlap with what AI systems can do, across many AI capabilities. A relative research score, not a forecast of job loss."
      },
      {
        "source": "eloundou_gamma",
        "label": "LLM task exposure, γ (OpenAI / Eloundou)",
        "value": 0.14285714285714285,
        "percentile": 19,
        "band": "Low",
        "note": "Share of this job's tasks where a large language model plus simple tools could cut the time to do them by at least half. γ is capped at 1.0 and many jobs reach that ceiling, so treat a top score as 'in the top group', not a precise rank."
      },
      {
        "source": "microsoft_applicability",
        "label": "AI assistant applicability (Microsoft)",
        "value": 0.09174923892634806,
        "percentile": 27,
        "band": "Low",
        "note": "How applicable today's AI assistants are to this job's activities, measured from real Microsoft Copilot conversations. Applicability is not the same as replacement."
      }
    ],
    "freyHistorical": {
      "source": "frey",
      "label": "Computerization probability (Frey & Osborne, 2013)",
      "value": 0.79,
      "percentile": 64,
      "band": "Moderate",
      "note": "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."
    },
    "teleworkable": false,
    "eloundou": {
      "alpha": 0.14285714285714285,
      "beta": 0.14285714285714285,
      "gamma": 0.14285714285714285
    },
    "usageTasks": [
      {
        "task": "Treat scalp conditions and hair loss, using specialized lotions, shampoos, or equipment such as infrared lamps or vibrating equipment.",
        "usagePercent": 0.006367882863821797,
        "importance": 4.13
      }
    ],
    "usageRelease": "2026-01-15-v4-plus-2025-03-27-v2",
    "bls": {
      "growthPercent": 5.5,
      "growthPercentile": 77,
      "direction": "About average",
      "annualOpeningsThousands": 2.7,
      "annualOpeningsPercentile": 35,
      "employment2024Thousands": 18.5,
      "employment2034Thousands": 19.6
    },
    "sources": [
      {
        "source": "bls_employment_projections",
        "version": "2024-2034"
      },
      {
        "source": "dingel_neiman",
        "version": "dingel-neiman-workathome"
      },
      {
        "source": "felten_aioe",
        "version": "felten-raj-seamans-aioe"
      },
      {
        "source": "frey_osborne",
        "version": "frey-osborne-automation"
      },
      {
        "source": "microsoft_working_with_ai",
        "version": "working-with-ai"
      },
      {
        "source": "openai_gpts_are_gpts",
        "version": "gpts-are-gpts"
      }
    ]
  },
  "aiPlaybook": {
    "trustedTaskCount": 1,
    "taskCount": 1,
    "totalSample": 73,
    "autonomyMedian": 4,
    "dominantCollaboration": "learning",
    "augmentationShare": 58.9,
    "collaboration": [
      {
        "label": "learning",
        "percent": 58.9
      }
    ],
    "useCase": [
      {
        "label": "personal",
        "percent": 98.63
      }
    ],
    "delegatedTasks": [
      {
        "task": "Treat scalp conditions and hair loss, using specialized lotions, shampoos, or equipment such as infrared lamps or vibrating equipment.",
        "usagePercent": 0.00730091261407676,
        "collaboration": "learning",
        "autonomyMedian": 4,
        "sampleCount": 73
      }
    ],
    "boundaryTasks": [
      {
        "task": "Treat scalp conditions and hair loss, using specialized lotions, shampoos, or equipment such as infrared lamps or vibrating equipment.",
        "humanNeededPercent": 95.8904109589041,
        "sampleCount": 73
      }
    ],
    "seedPrompts": [
      {
        "prompt": "Teach me how to treat scalp conditions and hair loss, using specialized lotions, shampoos, or equipment such as infrared lamps or vibrating equipment, then check my work as I try it myself.",
        "collaboration": "learning"
      }
    ],
    "release": "2026-01-15-v4-plus-2025-03-27-v2"
  },
  "counts": {
    "tasks": 4,
    "skills": 33,
    "capabilities": 120,
    "tools": 5,
    "relatedRoles": 20
  },
  "source": {
    "dataset": "gold.onet_role_starter_surface",
    "version": "30.3",
    "generatedAt": "2026-06-02T21:00:32.945303+00:00",
    "contentHash": "3b9389ab980d5d6a"
  }
}