{
  "entityType": "role",
  "schemaVersion": "role.v1",
  "slug": "role-15-1299-01",
  "socCode": "15-1299.01",
  "title": "Web Administrators",
  "summary": "Manage web environment design, deployment, development and maintenance activities. Perform testing and quality assurance of web sites and web applications.",
  "aliases": [
    "Corporate Webmaster",
    "Web Site Manager",
    "Web Technologies Administrator",
    "Webmaster",
    "Web Administrator",
    "Web Content Coordinator",
    "Web Content Manager",
    "Web Director",
    "Web Manager",
    "Administrator (Admin)",
    "Content Publisher",
    "Implementer"
  ],
  "tasks": [
    {
      "text": "Monitor systems for intrusions or denial of service attacks, and report security breaches to appropriate personnel.",
      "type": "Core",
      "iwa": "4.A.1.a.2.j"
    },
    {
      "text": "Identify or document backup or recovery plans.",
      "type": "Core",
      "iwa": "4.A.2.b.2.p"
    },
    {
      "text": "Back up or modify applications and related data to provide for disaster recovery.",
      "type": "Core",
      "iwa": "4.A.2.b.2.b"
    },
    {
      "text": "Identify, standardize, and communicate levels of access and security.",
      "type": "Core",
      "iwa": "4.A.3.b.2.f"
    },
    {
      "text": "Correct testing-identified problems, or recommend actions for their resolution.",
      "type": "Core",
      "iwa": "4.A.3.b.1.d"
    },
    {
      "text": "Determine sources of Web page or server problems, and take action to correct such problems.",
      "type": "Core",
      "iwa": "4.A.3.b.1.d"
    },
    {
      "text": "Implement updates, upgrades, and patches in a timely manner to limit loss of service.",
      "type": "Core",
      "iwa": "4.A.3.b.1.b"
    },
    {
      "text": "Implement Web site security measures, such as firewalls or message encryption.",
      "type": "Core",
      "iwa": "4.A.3.b.1.b"
    },
    {
      "text": "Collaborate with development teams to discuss, analyze, or resolve usability issues.",
      "type": "Core",
      "iwa": "4.A.4.b.1.a"
    },
    {
      "text": "Test issues such as system integration, performance, and system security on a regular schedule or after any major program modifications.",
      "type": "Core",
      "iwa": "4.A.1.b.2.h"
    },
    {
      "text": "Perform user testing or usage analyses to determine Web sites' effectiveness or usability.",
      "type": "Core",
      "iwa": "4.A.2.a.4.b"
    },
    {
      "text": "Track, compile, and analyze Web site usage data.",
      "type": "Core",
      "iwa": "4.A.2.a.4.b"
    }
  ],
  "emergingTasks": [],
  "activities": [
    {
      "name": "Modify software programs to improve performance.",
      "iwa": "4.A.2.b.2.b"
    },
    {
      "name": "Create electronic data backup to prevent loss of information.",
      "iwa": "4.A.3.b.1.b"
    },
    {
      "name": "Resolve computer software problems.",
      "iwa": "4.A.3.b.1.d"
    },
    {
      "name": "Update website content.",
      "iwa": "4.A.3.b.1.f"
    },
    {
      "name": "Monitor the security of digital information.",
      "iwa": "4.A.1.a.2.j"
    },
    {
      "name": "Collaborate with others to resolve information technology issues.",
      "iwa": "4.A.4.b.1.a"
    },
    {
      "name": "Implement security measures for computer or information systems.",
      "iwa": "4.A.3.b.1.b"
    },
    {
      "name": "Maintain computer networks to enhance performance and user access.",
      "iwa": "4.A.3.b.5.c"
    },
    {
      "name": "Maintain contingency plans for disaster recovery.",
      "iwa": "4.A.2.b.2.p"
    },
    {
      "name": "Update knowledge about emerging industry or technology trends.",
      "iwa": "4.A.2.b.3.a"
    },
    {
      "name": "Document operational procedures.",
      "iwa": "4.A.3.b.6.h"
    },
    {
      "name": "Collaborate with others to develop or implement marketing strategies.",
      "iwa": "4.A.4.a.2.e"
    },
    {
      "name": "Install computer software.",
      "iwa": "4.A.3.b.1.c"
    },
    {
      "name": "Install computer hardware.",
      "iwa": "4.A.3.b.1.c"
    },
    {
      "name": "Analyze data to identify or resolve operational problems.",
      "iwa": "4.A.2.a.4.g"
    },
    {
      "name": "Document operational activities.",
      "iwa": "4.A.3.b.6.h"
    },
    {
      "name": "Develop performance metrics or standards related to information technology.",
      "iwa": "4.A.3.b.2.a"
    },
    {
      "name": "Identify information technology project resource requirements.",
      "iwa": "4.A.2.b.1.h"
    },
    {
      "name": "Develop computer or information security policies or procedures.",
      "iwa": "4.A.3.b.2.f"
    },
    {
      "name": "Analyze website or related online data to track trends or usage.",
      "iwa": "4.A.2.a.4.b"
    },
    {
      "name": "Test computer system operations to ensure proper functioning.",
      "iwa": "4.A.1.b.2.h"
    },
    {
      "name": "Manage budgets for appropriate resource allocation.",
      "iwa": "4.A.4.b.4.h"
    },
    {
      "name": "Recommend changes to improve computer or information systems.",
      "iwa": "4.A.4.b.6.d"
    },
    {
      "name": "Provide technical support for software maintenance or use.",
      "iwa": "4.A.4.b.6.d"
    },
    {
      "name": "Develop specifications or procedures for website development or maintenance.",
      "iwa": "4.A.3.b.2.a"
    },
    {
      "name": "Train others in computer interface or software use.",
      "iwa": "4.A.4.b.3.e"
    },
    {
      "name": "Evaluate utility of software or hardware technologies.",
      "iwa": "4.A.2.a.1.g"
    },
    {
      "name": "Provide recommendations to others about computer hardware.",
      "iwa": "4.A.4.b.6.d"
    },
    {
      "name": "Document design or development procedures.",
      "iwa": "4.A.3.b.6.i"
    },
    {
      "name": "Implement advertising or marketing initiatives.",
      "iwa": "4.A.2.b.1.i"
    },
    {
      "name": "Design websites or web applications.",
      "iwa": "4.A.2.b.2.b"
    },
    {
      "name": "Develop testing routines or procedures.",
      "iwa": "4.A.3.b.2.f"
    },
    {
      "name": "Test software performance.",
      "iwa": "4.A.1.b.2.h"
    }
  ],
  "capabilities": [
    {
      "name": "Computers and Electronics",
      "family": "knowledge",
      "value": 4.15
    },
    {
      "name": "English Language",
      "family": "knowledge",
      "value": 4.1
    },
    {
      "name": "Communications and Media",
      "family": "knowledge",
      "value": 4.1
    },
    {
      "name": "Critical Thinking",
      "family": "essential_skill",
      "value": 4
    },
    {
      "name": "Oral Comprehension",
      "family": "ability",
      "value": 4
    },
    {
      "name": "Written Comprehension",
      "family": "ability",
      "value": 4
    },
    {
      "name": "Reading Comprehension",
      "family": "essential_skill",
      "value": 3.88
    },
    {
      "name": "Oral Expression",
      "family": "ability",
      "value": 3.88
    },
    {
      "name": "Problem Sensitivity",
      "family": "ability",
      "value": 3.88
    },
    {
      "name": "Deductive Reasoning",
      "family": "ability",
      "value": 3.88
    },
    {
      "name": "Near Vision",
      "family": "ability",
      "value": 3.88
    },
    {
      "name": "Active Listening",
      "family": "essential_skill",
      "value": 3.75
    },
    {
      "name": "Complex Problem Solving",
      "family": "transferable_skill",
      "value": 3.75
    },
    {
      "name": "Inductive Reasoning",
      "family": "ability",
      "value": 3.75
    },
    {
      "name": "Written Expression",
      "family": "ability",
      "value": 3.62
    },
    {
      "name": "Customer and Personal Service",
      "family": "knowledge",
      "value": 3.55
    },
    {
      "name": "Monitoring",
      "family": "essential_skill",
      "value": 3.38
    },
    {
      "name": "Judgment and Decision Making",
      "family": "transferable_skill",
      "value": 3.38
    },
    {
      "name": "Systems Evaluation",
      "family": "transferable_skill",
      "value": 3.38
    },
    {
      "name": "Information Ordering",
      "family": "ability",
      "value": 3.38
    },
    {
      "name": "Writing",
      "family": "essential_skill",
      "value": 3.25
    },
    {
      "name": "Speaking",
      "family": "essential_skill",
      "value": 3.25
    },
    {
      "name": "Systems Analysis",
      "family": "transferable_skill",
      "value": 3.25
    },
    {
      "name": "Speech Recognition",
      "family": "ability",
      "value": 3.25
    },
    {
      "name": "Speech Clarity",
      "family": "ability",
      "value": 3.25
    },
    {
      "name": "Administration and Management",
      "family": "knowledge",
      "value": 3.2
    },
    {
      "name": "Engineering and Technology",
      "family": "knowledge",
      "value": 3.2
    },
    {
      "name": "Design",
      "family": "knowledge",
      "value": 3.15
    },
    {
      "name": "Active Learning",
      "family": "essential_skill",
      "value": 3.12
    },
    {
      "name": "Programming",
      "family": "transferable_skill",
      "value": 3.12
    },
    {
      "name": "Quality Control Analysis",
      "family": "transferable_skill",
      "value": 3.12
    },
    {
      "name": "Fluency of Ideas",
      "family": "ability",
      "value": 3.12
    },
    {
      "name": "Category Flexibility",
      "family": "ability",
      "value": 3.12
    },
    {
      "name": "Learning Strategies",
      "family": "essential_skill",
      "value": 3
    },
    {
      "name": "Coordination",
      "family": "transferable_skill",
      "value": 3
    },
    {
      "name": "Instructing",
      "family": "transferable_skill",
      "value": 3
    },
    {
      "name": "Time Management",
      "family": "transferable_skill",
      "value": 3
    },
    {
      "name": "Sales and Marketing",
      "family": "knowledge",
      "value": 3
    },
    {
      "name": "Originality",
      "family": "ability",
      "value": 3
    },
    {
      "name": "Flexibility of Closure",
      "family": "ability",
      "value": 3
    }
  ],
  "skills": [
    {
      "name": "English Language",
      "type": "Common Skill"
    },
    {
      "name": "Critical Thinking",
      "type": "Common Skill"
    },
    {
      "name": "Reading Comprehension",
      "type": "Common Skill"
    },
    {
      "name": "Deductive Reasoning",
      "type": "Common Skill"
    },
    {
      "name": "Inductive Reasoning",
      "type": "Common Skill"
    },
    {
      "name": "Complex Problem Solving",
      "type": "Common Skill"
    },
    {
      "name": "Active Listening",
      "type": "Common Skill"
    },
    {
      "name": "WordPress",
      "type": "Specialized Skill"
    },
    {
      "name": "Microsoft SharePoint",
      "type": "Specialized Skill"
    },
    {
      "name": "Microsoft Access",
      "type": "Specialized Skill"
    },
    {
      "name": "Google Analytics",
      "type": "Specialized Skill"
    },
    {
      "name": "Adobe Photoshop",
      "type": "Specialized Skill"
    },
    {
      "name": "Information Ordering",
      "type": "Specialized Skill"
    },
    {
      "name": "Writing",
      "type": "Common Skill"
    },
    {
      "name": "Systems Analysis",
      "type": "Specialized Skill"
    },
    {
      "name": "Speech Recognition",
      "type": "Specialized Skill"
    },
    {
      "name": "Active Learning",
      "type": "Common Skill"
    },
    {
      "name": "Unix",
      "type": "Specialized Skill"
    },
    {
      "name": "Time Management",
      "type": "Common Skill"
    },
    {
      "name": "Shell Script",
      "type": "Specialized Skill"
    },
    {
      "name": "Red Hat Enterprise Linux",
      "type": "Specialized Skill"
    },
    {
      "name": "PostgreSQL",
      "type": "Specialized Skill"
    },
    {
      "name": "MySQL",
      "type": "Specialized Skill"
    },
    {
      "name": "Microsoft Word",
      "type": "Common Skill"
    },
    {
      "name": "Microsoft Windows",
      "type": "Common Skill"
    },
    {
      "name": "Microsoft Visual Studio",
      "type": "Specialized Skill"
    },
    {
      "name": "Microsoft Visio",
      "type": "Specialized Skill"
    },
    {
      "name": "Microsoft Project",
      "type": "Specialized Skill"
    },
    {
      "name": "Microsoft PowerPoint",
      "type": "Common Skill"
    },
    {
      "name": "Microsoft Excel",
      "type": "Common Skill"
    },
    {
      "name": "Linux",
      "type": "Specialized Skill"
    },
    {
      "name": "Learning Strategies",
      "type": "Specialized Skill"
    },
    {
      "name": "JQuery",
      "type": "Specialized Skill"
    },
    {
      "name": "Instructing",
      "type": "Specialized Skill"
    },
    {
      "name": "IBM WebSphere MQ",
      "type": "Specialized Skill"
    },
    {
      "name": "Apache Tomcat",
      "type": "Specialized Skill"
    },
    {
      "name": "Adobe InDesign",
      "type": "Specialized Skill"
    },
    {
      "name": "Adobe Illustrator",
      "type": "Specialized Skill"
    },
    {
      "name": "Adobe Acrobat",
      "type": "Specialized Skill"
    },
    {
      "name": "Visualization",
      "type": "Specialized Skill"
    }
  ],
  "tools": [
    {
      "example": "Adobe Photoshop",
      "category": "Graphics or photo imaging software",
      "hot": true,
      "inDemand": true
    },
    {
      "example": "Cascading style sheets CSS",
      "category": "Web platform development software",
      "hot": true,
      "inDemand": true
    },
    {
      "example": "Google Analytics",
      "category": "Analytical or scientific software",
      "hot": true,
      "inDemand": true
    },
    {
      "example": "Hypertext markup language HTML",
      "category": "Web platform development software",
      "hot": true,
      "inDemand": true
    },
    {
      "example": "JavaScript",
      "category": "Web platform development software",
      "hot": true,
      "inDemand": true
    },
    {
      "example": "Microsoft Access",
      "category": "Data base user interface and query software",
      "hot": true,
      "inDemand": true
    },
    {
      "example": "Microsoft Active Directory",
      "category": "Internet directory services software",
      "hot": true,
      "inDemand": true
    },
    {
      "example": "Microsoft Office software",
      "category": "Office suite software",
      "hot": true,
      "inDemand": true
    },
    {
      "example": "Microsoft SharePoint",
      "category": "Document management software",
      "hot": true,
      "inDemand": true
    },
    {
      "example": "Microsoft SQL Server",
      "category": "Data base user interface and query software",
      "hot": true,
      "inDemand": true
    },
    {
      "example": "Oracle Java",
      "category": "Object or component oriented development software",
      "hot": true,
      "inDemand": true
    },
    {
      "example": "PHP",
      "category": "Web platform development software",
      "hot": true,
      "inDemand": true
    },
    {
      "example": "Structured query language SQL",
      "category": "Data base user interface and query software",
      "hot": true,
      "inDemand": true
    },
    {
      "example": "WordPress",
      "category": "Web page creation and editing software",
      "hot": true,
      "inDemand": true
    },
    {
      "example": "Adobe Acrobat",
      "category": "Document management software",
      "hot": true,
      "inDemand": false
    },
    {
      "example": "Adobe Creative Cloud software",
      "category": "Graphics or photo imaging software",
      "hot": true,
      "inDemand": false
    },
    {
      "example": "Adobe Illustrator",
      "category": "Graphics or photo imaging software",
      "hot": true,
      "inDemand": false
    },
    {
      "example": "Adobe InDesign",
      "category": "Desktop publishing software",
      "hot": true,
      "inDemand": false
    },
    {
      "example": "AJAX",
      "category": "Web platform development software",
      "hot": true,
      "inDemand": false
    },
    {
      "example": "Amazon Web Services AWS software",
      "category": "Data base user interface and query software",
      "hot": true,
      "inDemand": false
    },
    {
      "example": "Apache Tomcat",
      "category": "Web platform development software",
      "hot": true,
      "inDemand": false
    },
    {
      "example": "Apple Safari",
      "category": "Internet browser software",
      "hot": true,
      "inDemand": false
    },
    {
      "example": "Extensible markup language XML",
      "category": "Enterprise application integration software",
      "hot": true,
      "inDemand": false
    },
    {
      "example": "IBM WebSphere MQ",
      "category": "Cloud-based management software",
      "hot": true,
      "inDemand": false
    },
    {
      "example": "jQuery",
      "category": "Web platform development software",
      "hot": true,
      "inDemand": false
    },
    {
      "example": "Linux",
      "category": "Operating system software",
      "hot": true,
      "inDemand": false
    },
    {
      "example": "Microsoft .NET Framework",
      "category": "Development environment software",
      "hot": true,
      "inDemand": false
    },
    {
      "example": "Microsoft Active Server Pages ASP",
      "category": "Web platform development software",
      "hot": true,
      "inDemand": false
    },
    {
      "example": "Microsoft Azure software",
      "category": "Development environment software",
      "hot": true,
      "inDemand": false
    },
    {
      "example": "Microsoft Excel",
      "category": "Spreadsheet 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 Visio",
      "category": "Process mapping and design software",
      "hot": true,
      "inDemand": false
    },
    {
      "example": "Microsoft Visual Studio",
      "category": "Development environment software",
      "hot": true,
      "inDemand": false
    },
    {
      "example": "Microsoft Windows",
      "category": "Operating system software",
      "hot": true,
      "inDemand": false
    },
    {
      "example": "Microsoft Word",
      "category": "Word processing software",
      "hot": true,
      "inDemand": false
    },
    {
      "example": "Mozilla Firefox",
      "category": "Internet browser software",
      "hot": true,
      "inDemand": false
    },
    {
      "example": "MySQL",
      "category": "Data base user interface and query software",
      "hot": true,
      "inDemand": false
    },
    {
      "example": "Oracle Primavera Enterprise Project Portfolio Management",
      "category": "Project management software",
      "hot": true,
      "inDemand": false
    },
    {
      "example": "Perl",
      "category": "Object or component oriented development software",
      "hot": true,
      "inDemand": false
    }
  ],
  "workContext": [
    {
      "name": "E-Mail",
      "value": 4.95
    },
    {
      "name": "Spend Time Sitting",
      "value": 4.7
    },
    {
      "name": "Indoors, Environmentally Controlled",
      "value": 4.5
    },
    {
      "name": "Face-to-Face Discussions with Individuals and Within Teams",
      "value": 4.45
    },
    {
      "name": "Determine Tasks, Priorities and Goals",
      "value": 4.35
    },
    {
      "name": "Telephone Conversations",
      "value": 4.25
    },
    {
      "name": "Work With or Contribute to a Work Group or Team",
      "value": 4.2
    },
    {
      "name": "Freedom to Make Decisions",
      "value": 4.15
    },
    {
      "name": "Importance of Being Exact or Accurate",
      "value": 4.05
    },
    {
      "name": "Coordinate or Lead Others in Accomplishing Work Activities",
      "value": 3.78
    },
    {
      "name": "Time Pressure",
      "value": 3.75
    },
    {
      "name": "Contact With Others",
      "value": 3.6
    },
    {
      "name": "Importance of Repeating Same Tasks",
      "value": 3.55
    },
    {
      "name": "Impact of Decisions on Co-workers or Company Results",
      "value": 3.5
    },
    {
      "name": "Frequency of Decision Making",
      "value": 3.45
    },
    {
      "name": "Level of Competition",
      "value": 3.35
    },
    {
      "name": "Spend Time Making Repetitive Motions",
      "value": 3.2
    },
    {
      "name": "Spend Time Using Your Hands to Handle, Control, or Feel Objects, Tools, or Controls",
      "value": 3.15
    },
    {
      "name": "Consequence of Error",
      "value": 3
    },
    {
      "name": "Work Outcomes and Results of Other Workers",
      "value": 2.9
    },
    {
      "name": "Written Letters and Memos",
      "value": 2.85
    },
    {
      "name": "Deal With External Customers or the Public in General",
      "value": 2.75
    },
    {
      "name": "Degree of Automation",
      "value": 2.7
    },
    {
      "name": "Physical Proximity",
      "value": 2.65
    },
    {
      "name": "Conflict Situations",
      "value": 2.3
    },
    {
      "name": "Dealing With Unpleasant, Angry, or Discourteous People",
      "value": 2.2
    },
    {
      "name": "Public Speaking",
      "value": 2.15
    },
    {
      "name": "Exposed to Sounds, Noise Levels that are Distracting or Uncomfortable",
      "value": 2.1
    },
    {
      "name": "Spend Time Standing",
      "value": 2
    },
    {
      "name": "Health and Safety of Other Workers",
      "value": 1.9
    },
    {
      "name": "Exposed to Extremely Bright or Inadequate Lighting Conditions",
      "value": 1.74
    },
    {
      "name": "In an Enclosed Vehicle or Operate Enclosed Equipment",
      "value": 1.45
    },
    {
      "name": "Spend Time Walking or Running",
      "value": 1.37
    },
    {
      "name": "Pace Determined by Speed of Equipment",
      "value": 1.35
    },
    {
      "name": "Outdoors, Exposed to All Weather Conditions",
      "value": 1.25
    },
    {
      "name": "Exposed to High Places",
      "value": 1.25
    },
    {
      "name": "Spend Time Kneeling, Crouching, Stooping, or Crawling",
      "value": 1.25
    },
    {
      "name": "In an Open Vehicle or Operating Equipment",
      "value": 1.21
    },
    {
      "name": "Outdoors, Under Cover",
      "value": 1.2
    },
    {
      "name": "Exposed to Cramped Work Space, Awkward Positions",
      "value": 1.2
    }
  ],
  "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": 55
      },
      {
        "label": "Some College Courses",
        "percentage": 15
      },
      {
        "label": "Associate's Degree (or other 2-year degree)",
        "percentage": 15
      },
      {
        "label": "High School Diploma",
        "percentage": 5
      },
      {
        "label": "Post-Secondary Certificate",
        "percentage": 5
      },
      {
        "label": "Post-Master's Certificate",
        "percentage": 5
      }
    ]
  },
  "personFit": [
    {
      "name": "Information Technology",
      "family": "specific_interest_area",
      "value": 6.54
    },
    {
      "name": "Conventional",
      "family": "career_interest_type",
      "value": 5.54
    },
    {
      "name": "Investigative",
      "family": "career_interest_type",
      "value": 4.41
    },
    {
      "name": "Dependability",
      "family": "work_style",
      "value": 4
    },
    {
      "name": "Enterprising",
      "family": "career_interest_type",
      "value": 3.77
    },
    {
      "name": "Management/Administration",
      "family": "specific_interest_area",
      "value": 3.62
    },
    {
      "name": "Attention to Detail",
      "family": "work_style",
      "value": 3
    },
    {
      "name": "Realistic",
      "family": "career_interest_type",
      "value": 2.45
    },
    {
      "name": "Artistic",
      "family": "career_interest_type",
      "value": 2.42
    },
    {
      "name": "Cautiousness",
      "family": "work_style",
      "value": 2.32
    },
    {
      "name": "Business Initiatives",
      "family": "specific_interest_area",
      "value": 2.3
    },
    {
      "name": "Mechanics/Electronics",
      "family": "specific_interest_area",
      "value": 2.29
    },
    {
      "name": "Media",
      "family": "specific_interest_area",
      "value": 2.28
    },
    {
      "name": "Social",
      "family": "career_interest_type",
      "value": 2.27
    },
    {
      "name": "Marketing/Advertising",
      "family": "specific_interest_area",
      "value": 2.27
    },
    {
      "name": "Mathematics/Statistics",
      "family": "specific_interest_area",
      "value": 2.19
    }
  ],
  "relatedRoles": [
    {
      "socCode": "15-1255.00",
      "slug": "role-15-1255-00",
      "title": "Web and Digital Interface Designers",
      "tier": "Primary-Short"
    },
    {
      "socCode": "15-1254.00",
      "slug": "role-15-1254-00",
      "title": "Web Developers",
      "tier": "Primary-Short"
    },
    {
      "socCode": "15-1242.00",
      "slug": "role-15-1242-00",
      "title": "Database Administrators",
      "tier": "Primary-Short"
    },
    {
      "socCode": "15-1244.00",
      "slug": "role-15-1244-00",
      "title": "Network and Computer Systems Administrators",
      "tier": "Primary-Short"
    },
    {
      "socCode": "15-1252.00",
      "slug": "role-15-1252-00",
      "title": "Software Developers",
      "tier": "Primary-Short"
    },
    {
      "socCode": "15-1299.08",
      "slug": "role-15-1299-08",
      "title": "Computer Systems Engineers/Architects",
      "tier": "Primary-Long"
    },
    {
      "socCode": "13-1161.01",
      "slug": "role-13-1161-01",
      "title": "Search Marketing Strategists",
      "tier": "Primary-Long"
    },
    {
      "socCode": "15-1211.00",
      "slug": "role-15-1211-00",
      "title": "Computer Systems Analysts",
      "tier": "Primary-Long"
    },
    {
      "socCode": "15-1251.00",
      "slug": "role-15-1251-00",
      "title": "Computer Programmers",
      "tier": "Primary-Long"
    },
    {
      "socCode": "15-1299.09",
      "slug": "role-15-1299-09",
      "title": "Information Technology Project Managers",
      "tier": "Primary-Long"
    },
    {
      "socCode": "15-1243.00",
      "slug": "role-15-1243-00",
      "title": "Database Architects",
      "tier": "Supplemental"
    },
    {
      "socCode": "15-1299.03",
      "slug": "role-15-1299-03",
      "title": "Document Management Specialists",
      "tier": "Supplemental"
    }
  ],
  "careerClusters": [
    {
      "cluster": "Digital Technology",
      "slug": "digital-technology"
    },
    {
      "cluster": "Public Service & Safety",
      "slug": "public-service-safety"
    }
  ],
  "educationLevel": {
    "category": "Bachelor's degree",
    "slug": "bachelor-s-degree"
  },
  "studyPrograms": [
    {
      "title": "Biological and Biomedical Sciences",
      "slug": "biological-and-biomedical-sciences"
    },
    {
      "title": "Computer and Information Sciences and Support Services",
      "slug": "computer-and-information-sciences-and-support-services"
    },
    {
      "title": "Health Professions and Related Programs",
      "slug": "health-professions-and-related-programs"
    },
    {
      "title": "Homeland Security, Law Enforcement, Firefighting and Related Protective Services",
      "slug": "homeland-security-law-enforcement-firefighting-and-related-protective-services"
    },
    {
      "title": "Multi/Interdisciplinary Studies",
      "slug": "multi-interdisciplinary-studies"
    },
    {
      "title": "Physical Sciences",
      "slug": "physical-sciences"
    }
  ],
  "market": {
    "medianWage": 108970,
    "meanWage": 116700,
    "pct10Wage": 52650,
    "pct25Wage": 76360,
    "pct75Wage": 147530,
    "pct90Wage": 176800,
    "employment": 439380,
    "areaTitle": "U.S."
  },
  "industries": {
    "top": [
      {
        "naics": "54",
        "slug": "54",
        "title": "Professional, Scientific, and Technical Services",
        "level": "Sector",
        "employment": 130160,
        "medianWage": 106200,
        "lq": 4.24
      },
      {
        "naics": "51",
        "slug": "51",
        "title": "Information",
        "level": "Sector",
        "employment": 43000,
        "medianWage": 126550,
        "lq": 5.19
      },
      {
        "naics": "52",
        "slug": "52",
        "title": "Finance and Insurance",
        "level": "Sector",
        "employment": 28690,
        "medianWage": 126080,
        "lq": 1.62
      },
      {
        "naics": "55",
        "slug": "55",
        "title": "Management of Companies and Enterprises",
        "level": "Sector",
        "employment": 25660,
        "medianWage": 127600,
        "lq": 3.21
      },
      {
        "naics": "56",
        "slug": "56",
        "title": "Administrative and Support and Waste Management and Remediation Services",
        "level": "Sector",
        "employment": 24880,
        "medianWage": 96000,
        "lq": 0.97
      },
      {
        "naics": "31-33",
        "slug": "31-33",
        "title": "Manufacturing",
        "level": "Sector",
        "employment": 21020,
        "medianWage": 102950,
        "lq": 0.58
      },
      {
        "naics": "61",
        "slug": "61",
        "title": "Educational Services",
        "level": "Sector",
        "employment": 18100,
        "medianWage": 79900,
        "lq": 0.47
      },
      {
        "naics": "561320",
        "slug": "561320",
        "title": "Temporary Help Services",
        "level": "National industry",
        "employment": 13460,
        "medianWage": 95780,
        "lq": 1.78
      },
      {
        "naics": "42",
        "slug": "42",
        "title": "Wholesale Trade",
        "level": "Sector",
        "employment": 13130,
        "medianWage": 100550,
        "lq": 0.76
      },
      {
        "naics": "62",
        "slug": "62",
        "title": "Health Care and Social Assistance",
        "level": "Sector",
        "employment": 11030,
        "medianWage": 83320,
        "lq": 0.17
      },
      {
        "naics": "541330",
        "slug": "541330",
        "title": "Engineering Services",
        "level": "National industry",
        "employment": 9590,
        "medianWage": 108370,
        "lq": 2.91
      },
      {
        "naics": "48-49",
        "slug": "48-49",
        "title": "Transportation and Warehousing",
        "level": "Sector",
        "employment": 7000,
        "medianWage": 65350,
        "lq": 0.33
      }
    ],
    "concentrated": [
      {
        "naics": "541720",
        "slug": "541720",
        "title": "Research and Development in the Social Sciences and Humanities",
        "level": "National industry",
        "employment": 1240,
        "lq": 7.16
      },
      {
        "naics": "51",
        "slug": "51",
        "title": "Information",
        "level": "Sector",
        "employment": 43000,
        "lq": 5.19
      },
      {
        "naics": "54",
        "slug": "54",
        "title": "Professional, Scientific, and Technical Services",
        "level": "Sector",
        "employment": 130160,
        "lq": 4.24
      },
      {
        "naics": "55",
        "slug": "55",
        "title": "Management of Companies and Enterprises",
        "level": "Sector",
        "employment": 25660,
        "lq": 3.21
      },
      {
        "naics": "524114",
        "slug": "524114",
        "title": "Direct Health and Medical Insurance Carriers",
        "level": "National industry",
        "employment": 3860,
        "lq": 3.02
      },
      {
        "naics": "541330",
        "slug": "541330",
        "title": "Engineering Services",
        "level": "National industry",
        "employment": 9590,
        "lq": 2.91
      },
      {
        "naics": "561320",
        "slug": "561320",
        "title": "Temporary Help Services",
        "level": "National industry",
        "employment": 13460,
        "lq": 1.78
      },
      {
        "naics": "52",
        "slug": "52",
        "title": "Finance and Insurance",
        "level": "Sector",
        "employment": 28690,
        "lq": 1.62
      }
    ],
    "count": 51
  },
  "aiSignals": [],
  "aiOutlook": {
    "index": {
      "value": 92,
      "percentile": 97,
      "band": "High",
      "version": "ai-exposure-index-v1",
      "components": [
        {
          "percentile": 95,
          "source": "openai_gpts_are_gpts"
        },
        {
          "percentile": 88,
          "source": "microsoft_working_with_ai"
        }
      ],
      "componentCount": 2
    },
    "exposure": [
      {
        "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": 0.29778584910303174,
        "percentile": 88,
        "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."
      }
    ],
    "eloundou": {
      "alpha": 0.8260869565217391,
      "beta": 0.9130434782608696,
      "gamma": 1
    },
    "usageTasks": [
      {
        "task": "Determine sources of Web page or server problems, and take action to correct such problems.",
        "usagePercent": 0.8577127386415457,
        "importance": 4.32
      },
      {
        "task": "Develop or implement procedures for ongoing Web site revision.",
        "usagePercent": 0.1037348660074196,
        "importance": 3.65
      },
      {
        "task": "Evaluate or recommend server hardware or software.",
        "usagePercent": 0.05515408222374686,
        "importance": 3.11
      },
      {
        "task": "Identify, standardize, and communicate levels of access and security.",
        "usagePercent": 0.05217555636808828,
        "importance": 4.45
      },
      {
        "task": "Review or update Web page content or links in a timely manner, using appropriate tools.",
        "usagePercent": 0.04837536820742043,
        "importance": 3.89
      },
      {
        "task": "Develop or document style guidelines for Web site content.",
        "usagePercent": 0.03728292708979536,
        "importance": 3.75
      }
    ],
    "usageRelease": "2026-01-15-v4-plus-2025-03-27-v2",
    "bls": {
      "growthPercent": 8.2,
      "growthPercentile": 88,
      "direction": "Growing fast",
      "annualOpeningsThousands": 31.3,
      "annualOpeningsPercentile": 84,
      "employment2024Thousands": 472,
      "employment2034Thousands": 510.5
    },
    "sources": [
      {
        "source": "bls_employment_projections",
        "version": "2024-2034"
      },
      {
        "source": "microsoft_working_with_ai",
        "version": "working-with-ai"
      },
      {
        "source": "openai_gpts_are_gpts",
        "version": "gpts-are-gpts"
      }
    ]
  },
  "counts": {
    "tasks": 35,
    "skills": 76,
    "capabilities": 120,
    "tools": 117,
    "relatedRoles": 20
  },
  "source": {
    "dataset": "gold.onet_role_starter_surface",
    "version": "30.3",
    "generatedAt": "2026-06-02T21:00:32.945303+00:00",
    "contentHash": "f019b2f84f48afa0"
  }
}