{
  "entityType": "role",
  "schemaVersion": "role.v1",
  "slug": "role-27-1025-00",
  "socCode": "27-1025.00",
  "title": "Interior Designers",
  "summary": "Plan, design, and furnish the internal space of rooms or buildings. Design interior environments or create physical layouts that are practical, aesthetic, and conducive to the intended purposes. May specialize in a particular field, style, or phase of interior design.",
  "aliases": [
    "Designer",
    "Interior Design Consultant",
    "Interior Design Coordinator",
    "Interior Designer",
    "Certified Kitchen Designer",
    "Color and Materials Designer",
    "Commercial Interior Designer",
    "Decorating Consultant",
    "Interior Decorator",
    "Registered Interior Designer",
    "Bathroom Designer (Bath Designer)",
    "Decorator"
  ],
  "tasks": [
    {
      "text": "Design plans to be safe and to be compliant with the American Disabilities Act (ADA).",
      "type": "Core",
      "iwa": "4.A.3.b.2.b"
    },
    {
      "text": "Use computer-aided drafting (CAD) and related software to produce construction documents.",
      "type": "Core",
      "iwa": "4.A.2.b.2.o"
    },
    {
      "text": "Research health and safety code requirements to inform design.",
      "type": "Core",
      "iwa": "4.A.2.b.3.a"
    },
    {
      "text": "Confer with client to determine factors affecting planning of interior environments, such as budget, architectural preferences, purpose, and function.",
      "type": "Core",
      "iwa": "4.A.4.a.2.j"
    },
    {
      "text": "Advise client on interior design factors, such as space planning, layout and use of furnishings or equipment, and color coordination.",
      "type": "Core",
      "iwa": "4.A.3.b.2.b"
    },
    {
      "text": "Coordinate with other professionals, such as contractors, architects, engineers, and plumbers, to ensure job success.",
      "type": "Core",
      "iwa": "4.A.4.b.4.i"
    },
    {
      "text": "Review and detail shop drawings for construction plans.",
      "type": "Core",
      "iwa": "4.A.1.a.1.b"
    },
    {
      "text": "Inspect construction work on site to ensure its adherence to the design plans.",
      "type": "Core",
      "iwa": "4.A.1.b.2.e"
    },
    {
      "text": "Render design ideas in form of paste-ups or drawings.",
      "type": "Core",
      "iwa": "4.A.2.b.2.o"
    },
    {
      "text": "Subcontract fabrication, installation, and arrangement of carpeting, fixtures, accessories, draperies, paint and wall coverings, art work, furniture, and related items.",
      "type": "Core",
      "iwa": "4.A.4.b.4.i"
    },
    {
      "text": "Select or design, and purchase furnishings, art work, and accessories.",
      "type": "Core",
      "iwa": "4.A.2.b.1.j"
    },
    {
      "text": "Estimate material requirements and costs, and present design to client for approval.",
      "type": "Core",
      "iwa": "4.A.1.b.3.b"
    }
  ],
  "emergingTasks": [
    {
      "text": "Review contractor bids to subcontract fabrication, installation, and arrangement of carpeting, fixtures, accessories, draperies, paint and wall coverings, art work, furniture, and related items."
    }
  ],
  "activities": [
    {
      "name": "Estimate costs for projects or productions.",
      "iwa": "4.A.1.b.3.b"
    },
    {
      "name": "Present work to clients for approval.",
      "iwa": "4.A.4.a.1.a"
    },
    {
      "name": "Confer with clients to determine needs.",
      "iwa": "4.A.4.a.2.j"
    },
    {
      "name": "Plan facility layouts or designs.",
      "iwa": "4.A.3.b.2.b"
    },
    {
      "name": "Discuss designs or plans with clients.",
      "iwa": "4.A.4.a.2.j"
    },
    {
      "name": "Select materials or props.",
      "iwa": "4.A.2.b.1.j"
    },
    {
      "name": "Maintain inventories of materials, equipment, or products.",
      "iwa": "4.A.4.c.3.a"
    },
    {
      "name": "Monitor environmental impacts of production or development activities.",
      "iwa": "4.A.1.a.1.j"
    },
    {
      "name": "Evaluate environmental impact of operational or development activities.",
      "iwa": "4.A.1.a.1.j"
    },
    {
      "name": "Coordinate construction or installation activities.",
      "iwa": "4.A.4.b.4.i"
    },
    {
      "name": "Draw detailed or technical illustrations.",
      "iwa": "4.A.2.b.2.o"
    },
    {
      "name": "Develop artistic or design concepts for decoration, exhibition, or commercial purposes.",
      "iwa": "4.A.2.b.2.t"
    },
    {
      "name": "Review details of technical drawings or specifications.",
      "iwa": "4.A.1.a.1.b"
    },
    {
      "name": "Inspect facilities or sites to determine if they meet specifications or standards.",
      "iwa": "4.A.1.b.2.e"
    },
    {
      "name": "Incorporate green features into the design of structures or facilities.",
      "iwa": "4.A.3.b.2.b"
    },
    {
      "name": "Conduct research to inform art, designs, or other work.",
      "iwa": "4.A.2.b.3.a"
    },
    {
      "name": "Update professional knowledge.",
      "iwa": "4.A.2.b.3.a"
    }
  ],
  "capabilities": [
    {
      "name": "Design",
      "family": "knowledge",
      "value": 4.88
    },
    {
      "name": "Customer and Personal Service",
      "family": "knowledge",
      "value": 4.48
    },
    {
      "name": "Building and Construction",
      "family": "knowledge",
      "value": 4.24
    },
    {
      "name": "English Language",
      "family": "knowledge",
      "value": 4.12
    },
    {
      "name": "Fluency of Ideas",
      "family": "ability",
      "value": 4.12
    },
    {
      "name": "Originality",
      "family": "ability",
      "value": 4.12
    },
    {
      "name": "Reading Comprehension",
      "family": "essential_skill",
      "value": 4
    },
    {
      "name": "Active Listening",
      "family": "essential_skill",
      "value": 4
    },
    {
      "name": "Speaking",
      "family": "essential_skill",
      "value": 4
    },
    {
      "name": "Critical Thinking",
      "family": "essential_skill",
      "value": 4
    },
    {
      "name": "Oral Comprehension",
      "family": "ability",
      "value": 4
    },
    {
      "name": "Oral Expression",
      "family": "ability",
      "value": 4
    },
    {
      "name": "Visualization",
      "family": "ability",
      "value": 4
    },
    {
      "name": "Near Vision",
      "family": "ability",
      "value": 4
    },
    {
      "name": "Written Comprehension",
      "family": "ability",
      "value": 3.88
    },
    {
      "name": "Sales and Marketing",
      "family": "knowledge",
      "value": 3.76
    },
    {
      "name": "Social Perceptiveness",
      "family": "transferable_skill",
      "value": 3.75
    },
    {
      "name": "Coordination",
      "family": "transferable_skill",
      "value": 3.75
    },
    {
      "name": "Service Orientation",
      "family": "transferable_skill",
      "value": 3.75
    },
    {
      "name": "Problem Sensitivity",
      "family": "ability",
      "value": 3.75
    },
    {
      "name": "Visual Color Discrimination",
      "family": "ability",
      "value": 3.75
    },
    {
      "name": "Speech Recognition",
      "family": "ability",
      "value": 3.75
    },
    {
      "name": "Speech Clarity",
      "family": "ability",
      "value": 3.75
    },
    {
      "name": "Administration and Management",
      "family": "knowledge",
      "value": 3.64
    },
    {
      "name": "Writing",
      "family": "essential_skill",
      "value": 3.62
    },
    {
      "name": "Complex Problem Solving",
      "family": "transferable_skill",
      "value": 3.62
    },
    {
      "name": "Written Expression",
      "family": "ability",
      "value": 3.62
    },
    {
      "name": "Deductive Reasoning",
      "family": "ability",
      "value": 3.62
    },
    {
      "name": "Computers and Electronics",
      "family": "knowledge",
      "value": 3.52
    },
    {
      "name": "Persuasion",
      "family": "transferable_skill",
      "value": 3.5
    },
    {
      "name": "Judgment and Decision Making",
      "family": "transferable_skill",
      "value": 3.5
    },
    {
      "name": "Public Safety and Security",
      "family": "knowledge",
      "value": 3.4
    },
    {
      "name": "Time Management",
      "family": "transferable_skill",
      "value": 3.38
    },
    {
      "name": "Category Flexibility",
      "family": "ability",
      "value": 3.38
    },
    {
      "name": "Fine Arts",
      "family": "knowledge",
      "value": 3.3
    },
    {
      "name": "Inductive Reasoning",
      "family": "ability",
      "value": 3.25
    },
    {
      "name": "Active Learning",
      "family": "essential_skill",
      "value": 3.12
    },
    {
      "name": "Monitoring",
      "family": "essential_skill",
      "value": 3.12
    },
    {
      "name": "Negotiation",
      "family": "transferable_skill",
      "value": 3.12
    },
    {
      "name": "Operations Analysis",
      "family": "transferable_skill",
      "value": 3.12
    }
  ],
  "skills": [
    {
      "name": "English Language",
      "type": "Common Skill"
    },
    {
      "name": "Visualization",
      "type": "Specialized Skill"
    },
    {
      "name": "Reading Comprehension",
      "type": "Common Skill"
    },
    {
      "name": "Critical Thinking",
      "type": "Common Skill"
    },
    {
      "name": "Active Listening",
      "type": "Common Skill"
    },
    {
      "name": "Speech Recognition",
      "type": "Specialized Skill"
    },
    {
      "name": "Social Perceptiveness",
      "type": "Common Skill"
    },
    {
      "name": "Writing",
      "type": "Common Skill"
    },
    {
      "name": "Deductive Reasoning",
      "type": "Common Skill"
    },
    {
      "name": "Complex Problem Solving",
      "type": "Common Skill"
    },
    {
      "name": "Microsoft Excel",
      "type": "Common Skill"
    },
    {
      "name": "Autodesk Revit",
      "type": "Specialized Skill"
    },
    {
      "name": "Adobe Photoshop",
      "type": "Specialized Skill"
    },
    {
      "name": "Adobe InDesign",
      "type": "Specialized Skill"
    },
    {
      "name": "Adobe Illustrator",
      "type": "Specialized Skill"
    },
    {
      "name": "Time Management",
      "type": "Common Skill"
    },
    {
      "name": "Inductive Reasoning",
      "type": "Common Skill"
    },
    {
      "name": "Negotiation",
      "type": "Common Skill"
    },
    {
      "name": "Information Ordering",
      "type": "Specialized Skill"
    },
    {
      "name": "Active Learning",
      "type": "Common Skill"
    },
    {
      "name": "Psychology",
      "type": "Specialized Skill"
    },
    {
      "name": "Systems Analysis",
      "type": "Specialized Skill"
    },
    {
      "name": "Microsoft Word",
      "type": "Common Skill"
    },
    {
      "name": "Microsoft Project",
      "type": "Specialized Skill"
    },
    {
      "name": "Microsoft PowerPoint",
      "type": "Common Skill"
    },
    {
      "name": "Microsoft Outlook",
      "type": "Common Skill"
    },
    {
      "name": "Mathematics",
      "type": "Common Skill"
    },
    {
      "name": "Instructing",
      "type": "Specialized Skill"
    },
    {
      "name": "Adobe Acrobat",
      "type": "Specialized Skill"
    },
    {
      "name": "Learning Strategies",
      "type": "Specialized Skill"
    },
    {
      "name": "Telecommunications",
      "type": "Specialized Skill"
    },
    {
      "name": "IBM Notes",
      "type": "Specialized Skill"
    },
    {
      "name": "Email Software",
      "type": "Specialized Skill"
    },
    {
      "name": "Depth Perception",
      "type": "Common Skill"
    },
    {
      "name": "Geography",
      "type": "Specialized Skill"
    },
    {
      "name": "Physics",
      "type": "Specialized Skill"
    },
    {
      "name": "Foreign Language",
      "type": "Common Skill"
    },
    {
      "name": "Finger Dexterity",
      "type": "Common Skill"
    },
    {
      "name": "Chemistry",
      "type": "Specialized Skill"
    },
    {
      "name": "Biology",
      "type": "Specialized Skill"
    }
  ],
  "tools": [
    {
      "example": "Adobe Creative Cloud software",
      "category": "Graphics or photo imaging software",
      "hot": true,
      "inDemand": true
    },
    {
      "example": "Adobe Illustrator",
      "category": "Graphics or photo imaging software",
      "hot": true,
      "inDemand": true
    },
    {
      "example": "Adobe InDesign",
      "category": "Desktop publishing software",
      "hot": true,
      "inDemand": true
    },
    {
      "example": "Adobe Photoshop",
      "category": "Graphics or photo imaging software",
      "hot": true,
      "inDemand": true
    },
    {
      "example": "Autodesk AutoCAD",
      "category": "Computer aided design CAD software",
      "hot": true,
      "inDemand": true
    },
    {
      "example": "Autodesk Revit",
      "category": "Computer aided design CAD software",
      "hot": true,
      "inDemand": true
    },
    {
      "example": "Microsoft Excel",
      "category": "Spreadsheet software",
      "hot": true,
      "inDemand": true
    },
    {
      "example": "Microsoft Office software",
      "category": "Office suite software",
      "hot": true,
      "inDemand": true
    },
    {
      "example": "Trimble SketchUp Pro",
      "category": "Computer aided design CAD software",
      "hot": true,
      "inDemand": true
    },
    {
      "example": "Adobe Acrobat",
      "category": "Document management software",
      "hot": true,
      "inDemand": false
    },
    {
      "example": "Microsoft Outlook",
      "category": "Electronic mail software",
      "hot": true,
      "inDemand": false
    },
    {
      "example": "Microsoft PowerPoint",
      "category": "Presentation software",
      "hot": true,
      "inDemand": false
    },
    {
      "example": "Microsoft Project",
      "category": "Project management software",
      "hot": true,
      "inDemand": false
    },
    {
      "example": "Microsoft Word",
      "category": "Word processing software",
      "hot": true,
      "inDemand": false
    },
    {
      "example": "Chaos Enscape",
      "category": "Computer aided design CAD software",
      "hot": false,
      "inDemand": true
    },
    {
      "example": "20-20 Technologies 20-20 Design",
      "category": "Computer aided design CAD software",
      "hot": false,
      "inDemand": false
    },
    {
      "example": "Autodesk 3ds Max",
      "category": "Video creation and editing software",
      "hot": false,
      "inDemand": false
    },
    {
      "example": "Autodesk Architectural Desktop",
      "category": "Computer aided design CAD software",
      "hot": false,
      "inDemand": false
    },
    {
      "example": "Autodesk Revit Architecture",
      "category": "Computer aided design CAD software",
      "hot": false,
      "inDemand": false
    },
    {
      "example": "Autodesk VIZ",
      "category": "Computer aided design CAD software",
      "hot": false,
      "inDemand": false
    },
    {
      "example": "AutoDesSys form Z",
      "category": "Computer aided design CAD software",
      "hot": false,
      "inDemand": false
    },
    {
      "example": "Computer aided design and drafting software CADD",
      "category": "Computer aided design CAD software",
      "hot": false,
      "inDemand": false
    },
    {
      "example": "Email software",
      "category": "Electronic mail software",
      "hot": false,
      "inDemand": false
    },
    {
      "example": "Graphisoft ArchiCAD",
      "category": "Computer aided design CAD software",
      "hot": false,
      "inDemand": false
    },
    {
      "example": "IBM Notes",
      "category": "Electronic mail software",
      "hot": false,
      "inDemand": false
    },
    {
      "example": "iPhotoMEASURE",
      "category": "Graphics or photo imaging software",
      "hot": false,
      "inDemand": false
    },
    {
      "example": "Maxon Cinema 4D",
      "category": "Video creation and editing software",
      "hot": false,
      "inDemand": false
    },
    {
      "example": "McNeel Rhinoceros 3D",
      "category": "Computer aided design CAD software",
      "hot": false,
      "inDemand": false
    },
    {
      "example": "Vectorworks Designer",
      "category": "Computer aided design CAD software",
      "hot": false,
      "inDemand": false
    },
    {
      "example": "Web browser software",
      "category": "Internet browser software",
      "hot": false,
      "inDemand": false
    }
  ],
  "workContext": [
    {
      "name": "E-Mail",
      "value": 4.96
    },
    {
      "name": "Telephone Conversations",
      "value": 4.88
    },
    {
      "name": "Face-to-Face Discussions with Individuals and Within Teams",
      "value": 4.75
    },
    {
      "name": "Contact With Others",
      "value": 4.52
    },
    {
      "name": "Work With or Contribute to a Work Group or Team",
      "value": 4.46
    },
    {
      "name": "Indoors, Environmentally Controlled",
      "value": 4.43
    },
    {
      "name": "Importance of Being Exact or Accurate",
      "value": 4.16
    },
    {
      "name": "Time Pressure",
      "value": 4.16
    },
    {
      "name": "Spend Time Sitting",
      "value": 4.08
    },
    {
      "name": "Deal With External Customers or the Public in General",
      "value": 4
    },
    {
      "name": "Determine Tasks, Priorities and Goals",
      "value": 3.92
    },
    {
      "name": "Freedom to Make Decisions",
      "value": 3.88
    },
    {
      "name": "Level of Competition",
      "value": 3.88
    },
    {
      "name": "Written Letters and Memos",
      "value": 3.83
    },
    {
      "name": "Coordinate or Lead Others in Accomplishing Work Activities",
      "value": 3.78
    },
    {
      "name": "Frequency of Decision Making",
      "value": 3.75
    },
    {
      "name": "Physical Proximity",
      "value": 3.46
    },
    {
      "name": "Impact of Decisions on Co-workers or Company Results",
      "value": 3.44
    },
    {
      "name": "Work Outcomes and Results of Other Workers",
      "value": 3.38
    },
    {
      "name": "Health and Safety of Other Workers",
      "value": 2.96
    },
    {
      "name": "Conflict Situations",
      "value": 2.92
    },
    {
      "name": "Importance of Repeating Same Tasks",
      "value": 2.88
    },
    {
      "name": "In an Enclosed Vehicle or Operate Enclosed Equipment",
      "value": 2.8
    },
    {
      "name": "Spend Time Standing",
      "value": 2.75
    },
    {
      "name": "Public Speaking",
      "value": 2.68
    },
    {
      "name": "Dealing With Unpleasant, Angry, or Discourteous People",
      "value": 2.62
    },
    {
      "name": "Exposed to Sounds, Noise Levels that are Distracting or Uncomfortable",
      "value": 2.6
    },
    {
      "name": "Spend Time Using Your Hands to Handle, Control, or Feel Objects, Tools, or Controls",
      "value": 2.4
    },
    {
      "name": "Spend Time Making Repetitive Motions",
      "value": 2.36
    },
    {
      "name": "Consequence of Error",
      "value": 2.29
    },
    {
      "name": "Wear Common Protective or Safety Equipment such as Safety Shoes, Glasses, Gloves, Hearing Protection, Hard Hats, or Life Jackets",
      "value": 2.25
    },
    {
      "name": "Indoors, Not Environmentally Controlled",
      "value": 2.12
    },
    {
      "name": "Degree of Automation",
      "value": 2.04
    },
    {
      "name": "Outdoors, Under Cover",
      "value": 1.92
    },
    {
      "name": "Outdoors, Exposed to All Weather Conditions",
      "value": 1.79
    },
    {
      "name": "Spend Time Walking or Running",
      "value": 1.78
    },
    {
      "name": "Exposed to Very Hot or Cold Temperatures",
      "value": 1.61
    },
    {
      "name": "Exposed to Extremely Bright or Inadequate Lighting Conditions",
      "value": 1.61
    },
    {
      "name": "Spend Time Kneeling, Crouching, Stooping, or Crawling",
      "value": 1.58
    },
    {
      "name": "Spend Time Bending or Twisting Your Body",
      "value": 1.57
    }
  ],
  "preparation": {
    "jobZone": "4",
    "jobZoneName": "Job Zone Four: Considerable Preparation Needed",
    "education": "Most of these occupations require a four-year bachelor's degree, but some do not.",
    "experience": "A considerable amount of work-related skill, knowledge, or experience is needed for these occupations. For example, an accountant must complete four years of college and work for several years in accounting to be considered qualified.",
    "svpRange": "(7.0 to < 8.0)",
    "educationDistribution": [
      {
        "label": "Bachelor's Degree",
        "percentage": 84
      },
      {
        "label": "Some College Courses",
        "percentage": 4
      },
      {
        "label": "Associate's Degree (or other 2-year degree)",
        "percentage": 4
      },
      {
        "label": "Master's Degree",
        "percentage": 4
      },
      {
        "label": "First Professional Degree",
        "percentage": 4
      }
    ]
  },
  "personFit": [
    {
      "name": "Applied Arts and Design",
      "family": "specific_interest_area",
      "value": 6.62
    },
    {
      "name": "Artistic",
      "family": "career_interest_type",
      "value": 5.56
    },
    {
      "name": "Visual Arts",
      "family": "specific_interest_area",
      "value": 5.16
    },
    {
      "name": "Realistic",
      "family": "career_interest_type",
      "value": 4.12
    },
    {
      "name": "Conventional",
      "family": "career_interest_type",
      "value": 3.82
    },
    {
      "name": "Enterprising",
      "family": "career_interest_type",
      "value": 3.7
    },
    {
      "name": "Investigative",
      "family": "career_interest_type",
      "value": 3.07
    },
    {
      "name": "Dependability",
      "family": "work_style",
      "value": 3
    },
    {
      "name": "Construction/Woodwork",
      "family": "specific_interest_area",
      "value": 2.92
    },
    {
      "name": "Personal Service",
      "family": "specific_interest_area",
      "value": 2.79
    },
    {
      "name": "Management/Administration",
      "family": "specific_interest_area",
      "value": 2.69
    },
    {
      "name": "Social",
      "family": "career_interest_type",
      "value": 2.68
    },
    {
      "name": "Marketing/Advertising",
      "family": "specific_interest_area",
      "value": 2.53
    },
    {
      "name": "Sales",
      "family": "specific_interest_area",
      "value": 2.47
    },
    {
      "name": "Attention to Detail",
      "family": "work_style",
      "value": 2.47
    },
    {
      "name": "Engineering",
      "family": "specific_interest_area",
      "value": 2.44
    }
  ],
  "relatedRoles": [
    {
      "socCode": "27-1021.00",
      "slug": "role-27-1021-00",
      "title": "Commercial and Industrial Designers",
      "tier": "Primary-Short"
    },
    {
      "socCode": "27-1012.00",
      "slug": "role-27-1012-00",
      "title": "Craft Artists",
      "tier": "Primary-Short"
    },
    {
      "socCode": "17-1012.00",
      "slug": "role-17-1012-00",
      "title": "Landscape Architects",
      "tier": "Primary-Short"
    },
    {
      "socCode": "27-1022.00",
      "slug": "role-27-1022-00",
      "title": "Fashion Designers",
      "tier": "Primary-Short"
    },
    {
      "socCode": "27-1026.00",
      "slug": "role-27-1026-00",
      "title": "Merchandise Displayers and Window Trimmers",
      "tier": "Primary-Short"
    },
    {
      "socCode": "27-1027.00",
      "slug": "role-27-1027-00",
      "title": "Set and Exhibit Designers",
      "tier": "Primary-Long"
    },
    {
      "socCode": "17-3011.00",
      "slug": "role-17-3011-00",
      "title": "Architectural and Civil Drafters",
      "tier": "Primary-Long"
    },
    {
      "socCode": "27-1024.00",
      "slug": "role-27-1024-00",
      "title": "Graphic Designers",
      "tier": "Primary-Long"
    },
    {
      "socCode": "27-1011.00",
      "slug": "role-27-1011-00",
      "title": "Art Directors",
      "tier": "Primary-Long"
    },
    {
      "socCode": "17-3013.00",
      "slug": "role-17-3013-00",
      "title": "Mechanical Drafters",
      "tier": "Primary-Long"
    },
    {
      "socCode": "17-1011.00",
      "slug": "role-17-1011-00",
      "title": "Architects, Except Landscape and Naval",
      "tier": "Supplemental"
    },
    {
      "socCode": "51-7031.00",
      "slug": "role-51-7031-00",
      "title": "Model Makers, Wood",
      "tier": "Supplemental"
    }
  ],
  "careerClusters": [
    {
      "cluster": "Arts, Entertainment, & Design",
      "slug": "arts-entertainment-design"
    }
  ],
  "educationLevel": {
    "category": "Bachelor's degree",
    "slug": "bachelor-s-degree"
  },
  "studyPrograms": [
    {
      "title": "Architecture and Related Services",
      "slug": "architecture-and-related-services"
    },
    {
      "title": "Family and Consumer Sciences/Human Sciences",
      "slug": "family-and-consumer-sciences-human-sciences"
    },
    {
      "title": "Multi/Interdisciplinary Studies",
      "slug": "multi-interdisciplinary-studies"
    },
    {
      "title": "Visual and Performing Arts",
      "slug": "visual-and-performing-arts"
    }
  ],
  "market": {
    "medianWage": 63490,
    "meanWage": 71430,
    "pct10Wage": 38480,
    "pct25Wage": 49770,
    "pct75Wage": 80830,
    "pct90Wage": 106090,
    "employment": 69580,
    "areaTitle": "U.S."
  },
  "industries": {
    "top": [
      {
        "naics": "54",
        "slug": "54",
        "title": "Professional, Scientific, and Technical Services",
        "level": "Sector",
        "employment": 43100,
        "medianWage": 70810,
        "lq": 8.87
      },
      {
        "naics": "44-45",
        "slug": "44-45",
        "title": "Retail Trade",
        "level": "Sector",
        "employment": 11280,
        "medianWage": 49770,
        "lq": 1.6
      },
      {
        "naics": "23",
        "slug": "23",
        "title": "Construction",
        "level": "Sector",
        "employment": 5830,
        "medianWage": 60170,
        "lq": 1.59
      },
      {
        "naics": "42",
        "slug": "42",
        "title": "Wholesale Trade",
        "level": "Sector",
        "employment": 3600,
        "medianWage": 71750,
        "lq": 1.32
      },
      {
        "naics": "55",
        "slug": "55",
        "title": "Management of Companies and Enterprises",
        "level": "Sector",
        "employment": 1590,
        "medianWage": 80600,
        "lq": 1.25
      },
      {
        "naics": "31-33",
        "slug": "31-33",
        "title": "Manufacturing",
        "level": "Sector",
        "employment": 960,
        "medianWage": 58500,
        "lq": 0.17
      },
      {
        "naics": "541330",
        "slug": "541330",
        "title": "Engineering Services",
        "level": "National industry",
        "employment": 960,
        "medianWage": 80430,
        "lq": 1.84
      },
      {
        "naics": "53",
        "slug": "53",
        "title": "Real Estate and Rental and Leasing",
        "level": "Sector",
        "employment": 820,
        "medianWage": 65280,
        "lq": 0.77
      },
      {
        "naics": "56",
        "slug": "56",
        "title": "Administrative and Support and Waste Management and Remediation Services",
        "level": "Sector",
        "employment": 610,
        "medianWage": 66750,
        "lq": 0.15
      },
      {
        "naics": "81",
        "slug": "81",
        "title": "Other Services (except Public Administration)",
        "level": "Sector",
        "employment": 370,
        "medianWage": 61390,
        "lq": 0.19
      },
      {
        "naics": "561320",
        "slug": "561320",
        "title": "Temporary Help Services",
        "level": "National industry",
        "employment": 290,
        "medianWage": 66750,
        "lq": 0.24
      },
      {
        "naics": "62",
        "slug": "62",
        "title": "Health Care and Social Assistance",
        "level": "Sector",
        "employment": 250,
        "medianWage": 64520,
        "lq": 0.02
      }
    ],
    "concentrated": [
      {
        "naics": "54",
        "slug": "54",
        "title": "Professional, Scientific, and Technical Services",
        "level": "Sector",
        "employment": 43100,
        "lq": 8.87
      },
      {
        "naics": "541330",
        "slug": "541330",
        "title": "Engineering Services",
        "level": "National industry",
        "employment": 960,
        "lq": 1.84
      },
      {
        "naics": "44-45",
        "slug": "44-45",
        "title": "Retail Trade",
        "level": "Sector",
        "employment": 11280,
        "lq": 1.6
      },
      {
        "naics": "23",
        "slug": "23",
        "title": "Construction",
        "level": "Sector",
        "employment": 5830,
        "lq": 1.59
      },
      {
        "naics": "42",
        "slug": "42",
        "title": "Wholesale Trade",
        "level": "Sector",
        "employment": 3600,
        "lq": 1.32
      },
      {
        "naics": "55",
        "slug": "55",
        "title": "Management of Companies and Enterprises",
        "level": "Sector",
        "employment": 1590,
        "lq": 1.25
      },
      {
        "naics": "53",
        "slug": "53",
        "title": "Real Estate and Rental and Leasing",
        "level": "Sector",
        "employment": 820,
        "lq": 0.77
      },
      {
        "naics": "561320",
        "slug": "561320",
        "title": "Temporary Help Services",
        "level": "National industry",
        "employment": 290,
        "lq": 0.24
      }
    ],
    "count": 19
  },
  "aiSignals": [
    {
      "source": "frey_osborne",
      "label": "Computerization probability",
      "score": 0.022,
      "scale": "0-1 probability",
      "release": "2013-baseline-2016-employment-snapshot"
    },
    {
      "source": "felten_aioe",
      "label": "AI occupational exposure",
      "score": 1.12168,
      "scale": "relative exposure score",
      "release": "2021-plus-generative-ai-workbooks"
    },
    {
      "source": "felten_image_generation_aioe",
      "label": "Image generation occupational exposure",
      "score": 2.420953,
      "scale": "relative exposure score",
      "release": "2021-plus-generative-ai-workbooks"
    },
    {
      "source": "felten_language_modeling_aioe",
      "label": "Language modeling occupational exposure",
      "score": 0.8219336,
      "scale": "relative exposure score",
      "release": "2021-plus-generative-ai-workbooks"
    }
  ],
  "aiOutlook": {
    "index": {
      "value": 81,
      "percentile": 85,
      "band": "High",
      "version": "ai-exposure-index-v1",
      "components": [
        {
          "percentile": 79,
          "source": "felten_aioe"
        },
        {
          "percentile": 95,
          "source": "openai_gpts_are_gpts"
        },
        {
          "percentile": 70,
          "source": "microsoft_working_with_ai"
        }
      ],
      "componentCount": 3
    },
    "exposure": [
      {
        "source": "felten_aioe",
        "label": "Overall AI exposure (Felten et al.)",
        "value": 1.12168,
        "percentile": 79,
        "band": "High",
        "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": 1,
        "percentile": 95,
        "band": "High",
        "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": 0.20665794873886234,
        "percentile": 70,
        "band": "High",
        "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": 0.022,
      "percentile": 15,
      "band": "Low",
      "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": true,
    "eloundou": {
      "alpha": 0,
      "beta": 0.5,
      "gamma": 1
    },
    "usageTasks": [
      {
        "task": "Estimate material requirements and costs, and present design to client for approval.",
        "usagePercent": 0.008011207473840326,
        "importance": 3.88
      },
      {
        "task": "Formulate environmental plan to be practical, esthetic, and conducive to intended purposes, such as raising productivity or selling merchandise.",
        "usagePercent": 0.002464986915027793,
        "importance": 3.68
      },
      {
        "task": "Subcontract fabrication, installation, and arrangement of carpeting, fixtures, accessories, draperies, paint and wall coverings, art work, furniture, and related items.",
        "usagePercent": 0.0018487401862708444,
        "importance": 4.05
      }
    ],
    "usageRelease": "2026-01-15-v4-plus-2025-03-27-v2",
    "bls": {
      "growthPercent": 3.2,
      "growthPercentile": 54,
      "direction": "About average",
      "annualOpeningsThousands": 7.8,
      "annualOpeningsPercentile": 57,
      "employment2024Thousands": 87.1,
      "employment2034Thousands": 89.9
    },
    "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": 2,
    "taskCount": 4,
    "totalSample": 333,
    "autonomyMedian": 4,
    "dominantCollaboration": "task iteration",
    "automationShare": 27.49,
    "augmentationShare": 60.48,
    "workUsePercent": 17.18,
    "collaboration": [
      {
        "label": "task iteration",
        "percent": 36.43
      },
      {
        "label": "learning",
        "percent": 24.05
      },
      {
        "label": "directive",
        "percent": 21.65
      },
      {
        "label": "feedback loop",
        "percent": 5.84
      }
    ],
    "useCase": [
      {
        "label": "personal",
        "percent": 78.35
      },
      {
        "label": "work",
        "percent": 17.18
      }
    ],
    "delegatedTasks": [
      {
        "task": "Advise client on interior design factors such as space planning, layout and use of furnishings or equipment, and color coordination.",
        "usagePercent": 0.023102887860982625,
        "collaboration": "task iteration",
        "autonomyMedian": 4,
        "sampleCount": 231
      },
      {
        "task": "Confer with client to determine factors affecting planning interior environments, such as budget, architectural preferences, and purpose and function.",
        "usagePercent": 0.006000750093761721,
        "collaboration": "task iteration",
        "autonomyMedian": 4,
        "sampleCount": 60
      }
    ],
    "boundaryTasks": [
      {
        "task": "Advise client on interior design factors such as space planning, layout and use of furnishings or equipment, and color coordination.",
        "humanNeededPercent": 96.53679653679653,
        "sampleCount": 231
      },
      {
        "task": "Confer with client to determine factors affecting planning interior environments, such as budget, architectural preferences, and purpose and function.",
        "humanNeededPercent": 95,
        "sampleCount": 60
      }
    ],
    "seedPrompts": [
      {
        "prompt": "Let's work through this together, step by step: advise client on interior design factors such as space planning, layout and use of furnishings or equipment, and color coordination. I'll give feedback as we go.",
        "collaboration": "task iteration"
      },
      {
        "prompt": "Let's work through this together, step by step: confer with client to determine factors affecting planning interior environments, such as budget, architectural preferences, and purpose and function. I'll give feedback as we go.",
        "collaboration": "task iteration"
      }
    ],
    "release": "2026-01-15-v4-plus-2025-03-27-v2"
  },
  "counts": {
    "tasks": 16,
    "skills": 45,
    "capabilities": 120,
    "tools": 30,
    "relatedRoles": 20
  },
  "source": {
    "dataset": "gold.onet_role_starter_surface",
    "version": "30.3",
    "generatedAt": "2026-06-02T21:00:32.945303+00:00",
    "contentHash": "0aceb25e92560a58"
  }
}