{
  "entityType": "role",
  "schemaVersion": "role.v1",
  "slug": "role-51-2092-00",
  "socCode": "51-2092.00",
  "title": "Team Assemblers",
  "summary": "Work as part of a team having responsibility for assembling an entire product or component of a product. Team assemblers can perform all tasks conducted by the team in the assembly process and rotate through all or most of them, rather than being assigned to a specific task on a permanent basis. May participate in making management decisions affecting the work. Includes team leaders who work as part of the team.",
  "aliases": [
    "Assembler",
    "Assembly Line Machine Operator",
    "Assembly Line Worker",
    "Assembly Technician",
    "Assembly Associate",
    "Assembly Operator",
    "Certified Composites Technician (CCT)",
    "Manufacturing Associate",
    "Production Line Worker",
    "Assembly Inspector",
    "Assembly Worker",
    "Automotive Production Worker"
  ],
  "tasks": [
    {
      "text": "Perform quality checks on products and parts.",
      "type": "Core",
      "iwa": "4.A.2.a.1.e"
    },
    {
      "text": "Review work orders and blueprints to ensure work is performed according to specifications.",
      "type": "Core",
      "iwa": "4.A.1.a.1.b"
    },
    {
      "text": "Provide assistance in the production of wiring assemblies.",
      "type": "Supplemental",
      "iwa": "4.A.3.a.2.d"
    },
    {
      "text": "Maintain production equipment and machinery.",
      "type": "Supplemental",
      "iwa": "4.A.3.b.5.a"
    },
    {
      "text": "Rotate through all the tasks required in a particular production process.",
      "type": "Core",
      "iwa": "4.A.3.a.2.d"
    },
    {
      "text": "Complete production reports to communicate team production level to management.",
      "type": "Supplemental",
      "iwa": "4.A.3.b.6.h"
    },
    {
      "text": "Determine work assignments and procedures.",
      "type": "Core",
      "iwa": "4.A.2.b.6.b"
    },
    {
      "text": "Supervise assemblers and train employees on job procedures.",
      "type": "Core",
      "iwa": "4.A.4.b.3.e"
    },
    {
      "text": "Package finished products and prepare them for shipment.",
      "type": "Supplemental",
      "iwa": "4.A.3.a.2.ap"
    },
    {
      "text": "Shovel, sweep, or otherwise clean work areas.",
      "type": "Core",
      "iwa": "4.A.3.a.1.c"
    },
    {
      "text": "Operate machinery and heavy equipment, such as forklifts.",
      "type": "Supplemental",
      "iwa": "4.A.3.a.3.h"
    }
  ],
  "emergingTasks": [],
  "activities": [
    {
      "name": "Evaluate quality of materials or products.",
      "iwa": "4.A.2.a.1.e"
    },
    {
      "name": "Package products for storage or shipment.",
      "iwa": "4.A.3.a.2.ap"
    },
    {
      "name": "Clean work areas.",
      "iwa": "4.A.3.a.1.c"
    },
    {
      "name": "Read work orders or other instructions to determine product specifications or materials requirements.",
      "iwa": "4.A.1.a.1.b"
    },
    {
      "name": "Record operational or production data.",
      "iwa": "4.A.3.b.6.h"
    },
    {
      "name": "Maintain production or processing equipment.",
      "iwa": "4.A.3.b.5.a"
    },
    {
      "name": "Instruct workers to use equipment or perform technical procedures.",
      "iwa": "4.A.4.b.3.e"
    },
    {
      "name": "Direct operational or production activities.",
      "iwa": "4.A.4.b.4.j"
    },
    {
      "name": "Operate forklifts or other loaders.",
      "iwa": "4.A.3.a.3.h"
    },
    {
      "name": "Assemble products or production equipment.",
      "iwa": "4.A.3.a.2.d"
    },
    {
      "name": "Plan production or operational procedures or sequences.",
      "iwa": "4.A.2.b.6.b"
    },
    {
      "name": "Assemble electrical or electronic equipment.",
      "iwa": "4.A.3.a.2.d"
    }
  ],
  "capabilities": [
    {
      "name": "Production and Processing",
      "family": "knowledge",
      "value": 4.26
    },
    {
      "name": "Manual Dexterity",
      "family": "ability",
      "value": 3.75
    },
    {
      "name": "Mechanical",
      "family": "knowledge",
      "value": 3.68
    },
    {
      "name": "Public Safety and Security",
      "family": "knowledge",
      "value": 3.51
    },
    {
      "name": "English Language",
      "family": "knowledge",
      "value": 3.43
    },
    {
      "name": "Education and Training",
      "family": "knowledge",
      "value": 3.42
    },
    {
      "name": "Computers and Electronics",
      "family": "knowledge",
      "value": 3.35
    },
    {
      "name": "Design",
      "family": "knowledge",
      "value": 3.33
    },
    {
      "name": "Engineering and Technology",
      "family": "knowledge",
      "value": 3.32
    },
    {
      "name": "Information Ordering",
      "family": "ability",
      "value": 3.25
    },
    {
      "name": "Finger Dexterity",
      "family": "ability",
      "value": 3.25
    },
    {
      "name": "Near Vision",
      "family": "ability",
      "value": 3.25
    },
    {
      "name": "Active Listening",
      "family": "essential_skill",
      "value": 3.12
    },
    {
      "name": "Monitoring",
      "family": "essential_skill",
      "value": 3.12
    },
    {
      "name": "Quality Control Analysis",
      "family": "transferable_skill",
      "value": 3.12
    },
    {
      "name": "Oral Comprehension",
      "family": "ability",
      "value": 3.12
    },
    {
      "name": "Problem Sensitivity",
      "family": "ability",
      "value": 3.12
    },
    {
      "name": "Deductive Reasoning",
      "family": "ability",
      "value": 3.12
    },
    {
      "name": "Arm-Hand Steadiness",
      "family": "ability",
      "value": 3.12
    },
    {
      "name": "Speech Recognition",
      "family": "ability",
      "value": 3.12
    },
    {
      "name": "Speech Clarity",
      "family": "ability",
      "value": 3.12
    },
    {
      "name": "Mathematics",
      "family": "knowledge",
      "value": 3.09
    },
    {
      "name": "Administration and Management",
      "family": "knowledge",
      "value": 3.05
    },
    {
      "name": "Reading Comprehension",
      "family": "essential_skill",
      "value": 3
    },
    {
      "name": "Speaking",
      "family": "essential_skill",
      "value": 3
    },
    {
      "name": "Critical Thinking",
      "family": "essential_skill",
      "value": 3
    },
    {
      "name": "Social Perceptiveness",
      "family": "transferable_skill",
      "value": 3
    },
    {
      "name": "Coordination",
      "family": "transferable_skill",
      "value": 3
    },
    {
      "name": "Instructing",
      "family": "transferable_skill",
      "value": 3
    },
    {
      "name": "Operations Monitoring",
      "family": "transferable_skill",
      "value": 3
    },
    {
      "name": "Time Management",
      "family": "transferable_skill",
      "value": 3
    },
    {
      "name": "Written Comprehension",
      "family": "ability",
      "value": 3
    },
    {
      "name": "Oral Expression",
      "family": "ability",
      "value": 3
    },
    {
      "name": "Written Expression",
      "family": "ability",
      "value": 3
    },
    {
      "name": "Inductive Reasoning",
      "family": "ability",
      "value": 3
    },
    {
      "name": "Category Flexibility",
      "family": "ability",
      "value": 3
    },
    {
      "name": "Visualization",
      "family": "ability",
      "value": 3
    },
    {
      "name": "Selective Attention",
      "family": "ability",
      "value": 3
    },
    {
      "name": "Control Precision",
      "family": "ability",
      "value": 3
    },
    {
      "name": "Trunk Strength",
      "family": "ability",
      "value": 3
    }
  ],
  "skills": [
    {
      "name": "English Language",
      "type": "Common Skill"
    },
    {
      "name": "Information Ordering",
      "type": "Specialized Skill"
    },
    {
      "name": "Finger Dexterity",
      "type": "Common Skill"
    },
    {
      "name": "Speech Recognition",
      "type": "Specialized Skill"
    },
    {
      "name": "Deductive Reasoning",
      "type": "Common Skill"
    },
    {
      "name": "Active Listening",
      "type": "Common Skill"
    },
    {
      "name": "Mathematics",
      "type": "Common Skill"
    },
    {
      "name": "Visualization",
      "type": "Specialized Skill"
    },
    {
      "name": "Time Management",
      "type": "Common Skill"
    },
    {
      "name": "Social Perceptiveness",
      "type": "Common Skill"
    },
    {
      "name": "Reading Comprehension",
      "type": "Common Skill"
    },
    {
      "name": "Microsoft Word",
      "type": "Common Skill"
    },
    {
      "name": "Microsoft PowerPoint",
      "type": "Common Skill"
    },
    {
      "name": "Microsoft Outlook",
      "type": "Common Skill"
    },
    {
      "name": "Microsoft Excel",
      "type": "Common Skill"
    },
    {
      "name": "Instructing",
      "type": "Specialized Skill"
    },
    {
      "name": "Inductive Reasoning",
      "type": "Common Skill"
    },
    {
      "name": "Critical Thinking",
      "type": "Common Skill"
    },
    {
      "name": "Complex Problem Solving",
      "type": "Common Skill"
    },
    {
      "name": "Writing",
      "type": "Common Skill"
    },
    {
      "name": "Physics",
      "type": "Specialized Skill"
    },
    {
      "name": "Learning Strategies",
      "type": "Specialized Skill"
    },
    {
      "name": "Systems Analysis",
      "type": "Specialized Skill"
    },
    {
      "name": "Negotiation",
      "type": "Common Skill"
    },
    {
      "name": "Equipment Maintenance",
      "type": "Specialized Skill"
    },
    {
      "name": "Active Learning",
      "type": "Common Skill"
    },
    {
      "name": "Telecommunications",
      "type": "Specialized Skill"
    },
    {
      "name": "Depth Perception",
      "type": "Common Skill"
    },
    {
      "name": "Psychology",
      "type": "Specialized Skill"
    },
    {
      "name": "Equipment Selection",
      "type": "Specialized Skill"
    },
    {
      "name": "Chemistry",
      "type": "Specialized Skill"
    },
    {
      "name": "Foreign Language",
      "type": "Common Skill"
    },
    {
      "name": "Geography",
      "type": "Specialized Skill"
    },
    {
      "name": "Biology",
      "type": "Specialized Skill"
    },
    {
      "name": "Presentation Software",
      "type": "Specialized Skill"
    },
    {
      "name": "Installation",
      "type": "Specialized Skill"
    }
  ],
  "tools": [
    {
      "example": "Autodesk AutoCAD",
      "category": "Computer aided design CAD software",
      "hot": true,
      "inDemand": false
    },
    {
      "example": "Microsoft Excel",
      "category": "Spreadsheet software",
      "hot": true,
      "inDemand": false
    },
    {
      "example": "Microsoft Office software",
      "category": "Office suite 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 Word",
      "category": "Word processing software",
      "hot": true,
      "inDemand": false
    },
    {
      "example": "SAP software",
      "category": "Enterprise resource planning ERP software",
      "hot": true,
      "inDemand": false
    }
  ],
  "workContext": [
    {
      "name": "Wear Common Protective or Safety Equipment such as Safety Shoes, Glasses, Gloves, Hearing Protection, Hard Hats, or Life Jackets",
      "value": 4.88
    },
    {
      "name": "Face-to-Face Discussions with Individuals and Within Teams",
      "value": 4.81
    },
    {
      "name": "Spend Time Using Your Hands to Handle, Control, or Feel Objects, Tools, or Controls",
      "value": 4.69
    },
    {
      "name": "Importance of Being Exact or Accurate",
      "value": 4.66
    },
    {
      "name": "Time Pressure",
      "value": 4.5
    },
    {
      "name": "Work With or Contribute to a Work Group or Team",
      "value": 4.26
    },
    {
      "name": "Contact With Others",
      "value": 4.12
    },
    {
      "name": "Freedom to Make Decisions",
      "value": 4.03
    },
    {
      "name": "Spend Time Making Repetitive Motions",
      "value": 3.88
    },
    {
      "name": "Indoors, Environmentally Controlled",
      "value": 3.85
    },
    {
      "name": "Exposed to Sounds, Noise Levels that are Distracting or Uncomfortable",
      "value": 3.76
    },
    {
      "name": "Health and Safety of Other Workers",
      "value": 3.67
    },
    {
      "name": "Coordinate or Lead Others in Accomplishing Work Activities",
      "value": 3.65
    },
    {
      "name": "Physical Proximity",
      "value": 3.63
    },
    {
      "name": "Frequency of Decision Making",
      "value": 3.61
    },
    {
      "name": "Spend Time Standing",
      "value": 3.6
    },
    {
      "name": "Impact of Decisions on Co-workers or Company Results",
      "value": 3.56
    },
    {
      "name": "Determine Tasks, Priorities and Goals",
      "value": 3.56
    },
    {
      "name": "Exposed to Contaminants",
      "value": 3.51
    },
    {
      "name": "Level of Competition",
      "value": 3.28
    },
    {
      "name": "Work Outcomes and Results of Other Workers",
      "value": 3.22
    },
    {
      "name": "Spend Time Bending or Twisting Your Body",
      "value": 3
    },
    {
      "name": "Spend Time Walking or Running",
      "value": 2.96
    },
    {
      "name": "Pace Determined by Speed of Equipment",
      "value": 2.86
    },
    {
      "name": "Importance of Repeating Same Tasks",
      "value": 2.81
    },
    {
      "name": "Exposed to Hazardous Equipment",
      "value": 2.75
    },
    {
      "name": "Exposed to Minor Burns, Cuts, Bites, or Stings",
      "value": 2.68
    },
    {
      "name": "E-Mail",
      "value": 2.56
    },
    {
      "name": "Telephone Conversations",
      "value": 2.54
    },
    {
      "name": "Exposed to Hazardous Conditions",
      "value": 2.54
    },
    {
      "name": "Dealing With Unpleasant, Angry, or Discourteous People",
      "value": 2.53
    },
    {
      "name": "Conflict Situations",
      "value": 2.45
    },
    {
      "name": "Spend Time Sitting",
      "value": 2.45
    },
    {
      "name": "Exposed to Extremely Bright or Inadequate Lighting Conditions",
      "value": 2.33
    },
    {
      "name": "Consequence of Error",
      "value": 2.27
    },
    {
      "name": "Public Speaking",
      "value": 2.14
    },
    {
      "name": "Spend Time Kneeling, Crouching, Stooping, or Crawling",
      "value": 2.13
    },
    {
      "name": "Indoors, Not Environmentally Controlled",
      "value": 2.1
    },
    {
      "name": "Degree of Automation",
      "value": 2.09
    },
    {
      "name": "Deal With External Customers or the Public in General",
      "value": 2
    }
  ],
  "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": "High School Diploma",
        "percentage": 81.47
      },
      {
        "label": "Bachelor's Degree",
        "percentage": 6.74
      },
      {
        "label": "Some College Courses",
        "percentage": 6.61
      },
      {
        "label": "Less than a High School Diploma",
        "percentage": 3.78
      },
      {
        "label": "Associate's Degree (or other 2-year degree)",
        "percentage": 0.94
      },
      {
        "label": "Post-Secondary Certificate",
        "percentage": 0.47
      }
    ]
  },
  "personFit": [
    {
      "name": "Realistic",
      "family": "career_interest_type",
      "value": 5.37
    },
    {
      "name": "Conventional",
      "family": "career_interest_type",
      "value": 4.58
    },
    {
      "name": "Physical/Manual Labor",
      "family": "specific_interest_area",
      "value": 4.29
    },
    {
      "name": "Enterprising",
      "family": "career_interest_type",
      "value": 3.93
    },
    {
      "name": "Dependability",
      "family": "work_style",
      "value": 3
    },
    {
      "name": "Mechanics/Electronics",
      "family": "specific_interest_area",
      "value": 2.86
    },
    {
      "name": "Management/Administration",
      "family": "specific_interest_area",
      "value": 2.86
    },
    {
      "name": "Engineering",
      "family": "specific_interest_area",
      "value": 2.85
    },
    {
      "name": "Social",
      "family": "career_interest_type",
      "value": 2.42
    },
    {
      "name": "Construction/Woodwork",
      "family": "specific_interest_area",
      "value": 2.16
    },
    {
      "name": "Cooperation",
      "family": "work_style",
      "value": 2.07
    },
    {
      "name": "Attention to Detail",
      "family": "work_style",
      "value": 2.02
    },
    {
      "name": "Transportation/Machine Operation",
      "family": "specific_interest_area",
      "value": 1.94
    },
    {
      "name": "Teaching/Education",
      "family": "specific_interest_area",
      "value": 1.66
    },
    {
      "name": "Artistic",
      "family": "career_interest_type",
      "value": 1.6
    },
    {
      "name": "Information Technology",
      "family": "specific_interest_area",
      "value": 1.59
    }
  ],
  "relatedRoles": [
    {
      "socCode": "51-2022.00",
      "slug": "role-51-2022-00",
      "title": "Electrical and Electronic Equipment Assemblers",
      "tier": "Primary-Short"
    },
    {
      "socCode": "51-2031.00",
      "slug": "role-51-2031-00",
      "title": "Engine and Other Machine Assemblers",
      "tier": "Primary-Short"
    },
    {
      "socCode": "51-2023.00",
      "slug": "role-51-2023-00",
      "title": "Electromechanical Equipment Assemblers",
      "tier": "Primary-Short"
    },
    {
      "socCode": "51-2011.00",
      "slug": "role-51-2011-00",
      "title": "Aircraft Structure, Surfaces, Rigging, and Systems Assemblers",
      "tier": "Primary-Short"
    },
    {
      "socCode": "17-3026.00",
      "slug": "role-17-3026-00",
      "title": "Industrial Engineering Technologists and Technicians",
      "tier": "Primary-Short"
    },
    {
      "socCode": "17-3027.00",
      "slug": "role-17-3027-00",
      "title": "Mechanical Engineering Technologists and Technicians",
      "tier": "Primary-Long"
    },
    {
      "socCode": "49-9041.00",
      "slug": "role-49-9041-00",
      "title": "Industrial Machinery Mechanics",
      "tier": "Primary-Long"
    },
    {
      "socCode": "17-3023.00",
      "slug": "role-17-3023-00",
      "title": "Electrical and Electronic Engineering Technologists and Technicians",
      "tier": "Primary-Long"
    },
    {
      "socCode": "51-4122.00",
      "slug": "role-51-4122-00",
      "title": "Welding, Soldering, and Brazing Machine Setters, Operators, and Tenders",
      "tier": "Primary-Long"
    },
    {
      "socCode": "49-9044.00",
      "slug": "role-49-9044-00",
      "title": "Millwrights",
      "tier": "Primary-Long"
    },
    {
      "socCode": "17-2112.00",
      "slug": "role-17-2112-00",
      "title": "Industrial Engineers",
      "tier": "Supplemental"
    },
    {
      "socCode": "17-2112.03",
      "slug": "role-17-2112-03",
      "title": "Manufacturing Engineers",
      "tier": "Supplemental"
    }
  ],
  "careerClusters": [],
  "studyPrograms": [],
  "market": {},
  "industries": {
    "top": [],
    "concentrated": []
  },
  "aiSignals": [
    {
      "source": "frey_osborne",
      "label": "Computerization probability",
      "score": 0.97,
      "scale": "0-1 probability",
      "release": "2013-baseline-2016-employment-snapshot"
    },
    {
      "source": "felten_aioe",
      "label": "AI occupational exposure",
      "score": -0.8305441,
      "scale": "relative exposure score",
      "release": "2021-plus-generative-ai-workbooks"
    },
    {
      "source": "felten_image_generation_aioe",
      "label": "Image generation occupational exposure",
      "score": -0.7084011,
      "scale": "relative exposure score",
      "release": "2021-plus-generative-ai-workbooks"
    },
    {
      "source": "felten_language_modeling_aioe",
      "label": "Language modeling occupational exposure",
      "score": -0.8316012,
      "scale": "relative exposure score",
      "release": "2021-plus-generative-ai-workbooks"
    }
  ],
  "aiOutlook": {
    "index": {
      "value": 28,
      "percentile": 26,
      "band": "Low",
      "version": "ai-exposure-index-v1",
      "components": [
        {
          "percentile": 24,
          "source": "felten_aioe"
        },
        {
          "percentile": 32,
          "source": "openai_gpts_are_gpts"
        }
      ],
      "componentCount": 2
    },
    "exposure": [
      {
        "source": "felten_aioe",
        "label": "Overall AI exposure (Felten et al.)",
        "value": -0.8305441,
        "percentile": 24,
        "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": 0.29411764705882354,
        "percentile": 32,
        "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."
      }
    ],
    "freyHistorical": {
      "source": "frey",
      "label": "Computerization probability (Frey & Osborne, 2013)",
      "value": 0.97,
      "percentile": 94,
      "band": "High",
      "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": 0.1764705882352941,
      "beta": 0.23529411764705882,
      "gamma": 0.29411764705882354
    },
    "usageTasks": [],
    "sources": [
      {
        "source": "dingel_neiman",
        "version": "dingel-neiman-workathome"
      },
      {
        "source": "felten_aioe",
        "version": "felten-raj-seamans-aioe"
      },
      {
        "source": "frey_osborne",
        "version": "frey-osborne-automation"
      },
      {
        "source": "openai_gpts_are_gpts",
        "version": "gpts-are-gpts"
      }
    ]
  },
  "counts": {
    "tasks": 11,
    "skills": 36,
    "capabilities": 120,
    "tools": 7,
    "relatedRoles": 20
  },
  "source": {
    "dataset": "gold.onet_role_starter_surface",
    "version": "30.3",
    "generatedAt": "2026-06-02T21:00:32.945303+00:00",
    "contentHash": "dd97f6004380a80e"
  }
}