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"]
emergingTasks = []
careerClusters = []
studyPrograms = []

[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)"

[[preparation.educationDistribution]]
label = "High School Diploma"
percentage = 81.47

[[preparation.educationDistribution]]
label = "Bachelor's Degree"
percentage = 6.74

[[preparation.educationDistribution]]
label = "Some College Courses"
percentage = 6.61

[[preparation.educationDistribution]]
label = "Less than a High School Diploma"
percentage = 3.78

[[preparation.educationDistribution]]
label = "Associate's Degree (or other 2-year degree)"
percentage = 0.94

[[preparation.educationDistribution]]
label = "Post-Secondary Certificate"
percentage = 0.47

[market]

[industries]
top = []
concentrated = []

[aiOutlook]
teleworkable = false
usageTasks = []

[aiOutlook.index]
value = 28
percentile = 26
band = "Low"
version = "ai-exposure-index-v1"
componentCount = 2

[[aiOutlook.index.components]]
percentile = 24
source = "felten_aioe"

[[aiOutlook.index.components]]
percentile = 32
source = "openai_gpts_are_gpts"

[aiOutlook.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."

[aiOutlook.eloundou]
alpha = 0.1764705882352941
beta = 0.23529411764705882
gamma = 0.29411764705882354

[[aiOutlook.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."

[[aiOutlook.exposure]]
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."

[[aiOutlook.sources]]
source = "dingel_neiman"
version = "dingel-neiman-workathome"

[[aiOutlook.sources]]
source = "felten_aioe"
version = "felten-raj-seamans-aioe"

[[aiOutlook.sources]]
source = "frey_osborne"
version = "frey-osborne-automation"

[[aiOutlook.sources]]
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"

[[tasks]]
text = "Perform quality checks on products and parts."
type = "Core"
iwa = "4.A.2.a.1.e"

[[tasks]]
text = "Review work orders and blueprints to ensure work is performed according to specifications."
type = "Core"
iwa = "4.A.1.a.1.b"

[[tasks]]
text = "Provide assistance in the production of wiring assemblies."
type = "Supplemental"
iwa = "4.A.3.a.2.d"

[[tasks]]
text = "Maintain production equipment and machinery."
type = "Supplemental"
iwa = "4.A.3.b.5.a"

[[tasks]]
text = "Rotate through all the tasks required in a particular production process."
type = "Core"
iwa = "4.A.3.a.2.d"

[[tasks]]
text = "Complete production reports to communicate team production level to management."
type = "Supplemental"
iwa = "4.A.3.b.6.h"

[[tasks]]
text = "Determine work assignments and procedures."
type = "Core"
iwa = "4.A.2.b.6.b"

[[tasks]]
text = "Supervise assemblers and train employees on job procedures."
type = "Core"
iwa = "4.A.4.b.3.e"

[[tasks]]
text = "Package finished products and prepare them for shipment."
type = "Supplemental"
iwa = "4.A.3.a.2.ap"

[[tasks]]
text = "Shovel, sweep, or otherwise clean work areas."
type = "Core"
iwa = "4.A.3.a.1.c"

[[tasks]]
text = "Operate machinery and heavy equipment, such as forklifts."
type = "Supplemental"
iwa = "4.A.3.a.3.h"

[[activities]]
name = "Evaluate quality of materials or products."
iwa = "4.A.2.a.1.e"

[[activities]]
name = "Package products for storage or shipment."
iwa = "4.A.3.a.2.ap"

[[activities]]
name = "Clean work areas."
iwa = "4.A.3.a.1.c"

[[activities]]
name = "Read work orders or other instructions to determine product specifications or materials requirements."
iwa = "4.A.1.a.1.b"

[[activities]]
name = "Record operational or production data."
iwa = "4.A.3.b.6.h"

[[activities]]
name = "Maintain production or processing equipment."
iwa = "4.A.3.b.5.a"

[[activities]]
name = "Instruct workers to use equipment or perform technical procedures."
iwa = "4.A.4.b.3.e"

[[activities]]
name = "Direct operational or production activities."
iwa = "4.A.4.b.4.j"

[[activities]]
name = "Operate forklifts or other loaders."
iwa = "4.A.3.a.3.h"

[[activities]]
name = "Assemble products or production equipment."
iwa = "4.A.3.a.2.d"

[[activities]]
name = "Plan production or operational procedures or sequences."
iwa = "4.A.2.b.6.b"

[[activities]]
name = "Assemble electrical or electronic equipment."
iwa = "4.A.3.a.2.d"

[[capabilities]]
name = "Production and Processing"
family = "knowledge"
value = 4.26

[[capabilities]]
name = "Manual Dexterity"
family = "ability"
value = 3.75

[[capabilities]]
name = "Mechanical"
family = "knowledge"
value = 3.68

[[capabilities]]
name = "Public Safety and Security"
family = "knowledge"
value = 3.51

[[capabilities]]
name = "English Language"
family = "knowledge"
value = 3.43

[[capabilities]]
name = "Education and Training"
family = "knowledge"
value = 3.42

[[capabilities]]
name = "Computers and Electronics"
family = "knowledge"
value = 3.35

[[capabilities]]
name = "Design"
family = "knowledge"
value = 3.33

[[capabilities]]
name = "Engineering and Technology"
family = "knowledge"
value = 3.32

[[capabilities]]
name = "Information Ordering"
family = "ability"
value = 3.25

[[capabilities]]
name = "Finger Dexterity"
family = "ability"
value = 3.25

[[capabilities]]
name = "Near Vision"
family = "ability"
value = 3.25

[[capabilities]]
name = "Active Listening"
family = "essential_skill"
value = 3.12

[[capabilities]]
name = "Monitoring"
family = "essential_skill"
value = 3.12

[[capabilities]]
name = "Quality Control Analysis"
family = "transferable_skill"
value = 3.12

[[capabilities]]
name = "Oral Comprehension"
family = "ability"
value = 3.12

[[capabilities]]
name = "Problem Sensitivity"
family = "ability"
value = 3.12

[[capabilities]]
name = "Deductive Reasoning"
family = "ability"
value = 3.12

[[capabilities]]
name = "Arm-Hand Steadiness"
family = "ability"
value = 3.12

[[capabilities]]
name = "Speech Recognition"
family = "ability"
value = 3.12

[[capabilities]]
name = "Speech Clarity"
family = "ability"
value = 3.12

[[capabilities]]
name = "Mathematics"
family = "knowledge"
value = 3.09

[[capabilities]]
name = "Administration and Management"
family = "knowledge"
value = 3.05

[[capabilities]]
name = "Reading Comprehension"
family = "essential_skill"
value = 3

[[capabilities]]
name = "Speaking"
family = "essential_skill"
value = 3

[[capabilities]]
name = "Critical Thinking"
family = "essential_skill"
value = 3

[[capabilities]]
name = "Social Perceptiveness"
family = "transferable_skill"
value = 3

[[capabilities]]
name = "Coordination"
family = "transferable_skill"
value = 3

[[capabilities]]
name = "Instructing"
family = "transferable_skill"
value = 3

[[capabilities]]
name = "Operations Monitoring"
family = "transferable_skill"
value = 3

[[capabilities]]
name = "Time Management"
family = "transferable_skill"
value = 3

[[capabilities]]
name = "Written Comprehension"
family = "ability"
value = 3

[[capabilities]]
name = "Oral Expression"
family = "ability"
value = 3

[[capabilities]]
name = "Written Expression"
family = "ability"
value = 3

[[capabilities]]
name = "Inductive Reasoning"
family = "ability"
value = 3

[[capabilities]]
name = "Category Flexibility"
family = "ability"
value = 3

[[capabilities]]
name = "Visualization"
family = "ability"
value = 3

[[capabilities]]
name = "Selective Attention"
family = "ability"
value = 3

[[capabilities]]
name = "Control Precision"
family = "ability"
value = 3

[[capabilities]]
name = "Trunk Strength"
family = "ability"
value = 3

[[skills]]
name = "English Language"
type = "Common Skill"

[[skills]]
name = "Information Ordering"
type = "Specialized Skill"

[[skills]]
name = "Finger Dexterity"
type = "Common Skill"

[[skills]]
name = "Speech Recognition"
type = "Specialized Skill"

[[skills]]
name = "Deductive Reasoning"
type = "Common Skill"

[[skills]]
name = "Active Listening"
type = "Common Skill"

[[skills]]
name = "Mathematics"
type = "Common Skill"

[[skills]]
name = "Visualization"
type = "Specialized Skill"

[[skills]]
name = "Time Management"
type = "Common Skill"

[[skills]]
name = "Social Perceptiveness"
type = "Common Skill"

[[skills]]
name = "Reading Comprehension"
type = "Common Skill"

[[skills]]
name = "Microsoft Word"
type = "Common Skill"

[[skills]]
name = "Microsoft PowerPoint"
type = "Common Skill"

[[skills]]
name = "Microsoft Outlook"
type = "Common Skill"

[[skills]]
name = "Microsoft Excel"
type = "Common Skill"

[[skills]]
name = "Instructing"
type = "Specialized Skill"

[[skills]]
name = "Inductive Reasoning"
type = "Common Skill"

[[skills]]
name = "Critical Thinking"
type = "Common Skill"

[[skills]]
name = "Complex Problem Solving"
type = "Common Skill"

[[skills]]
name = "Writing"
type = "Common Skill"

[[skills]]
name = "Physics"
type = "Specialized Skill"

[[skills]]
name = "Learning Strategies"
type = "Specialized Skill"

[[skills]]
name = "Systems Analysis"
type = "Specialized Skill"

[[skills]]
name = "Negotiation"
type = "Common Skill"

[[skills]]
name = "Equipment Maintenance"
type = "Specialized Skill"

[[skills]]
name = "Active Learning"
type = "Common Skill"

[[skills]]
name = "Telecommunications"
type = "Specialized Skill"

[[skills]]
name = "Depth Perception"
type = "Common Skill"

[[skills]]
name = "Psychology"
type = "Specialized Skill"

[[skills]]
name = "Equipment Selection"
type = "Specialized Skill"

[[skills]]
name = "Chemistry"
type = "Specialized Skill"

[[skills]]
name = "Foreign Language"
type = "Common Skill"

[[skills]]
name = "Geography"
type = "Specialized Skill"

[[skills]]
name = "Biology"
type = "Specialized Skill"

[[skills]]
name = "Presentation Software"
type = "Specialized Skill"

[[skills]]
name = "Installation"
type = "Specialized Skill"

[[tools]]
example = "Autodesk AutoCAD"
category = "Computer aided design CAD software"
hot = true
inDemand = false

[[tools]]
example = "Microsoft Excel"
category = "Spreadsheet software"
hot = true
inDemand = false

[[tools]]
example = "Microsoft Office software"
category = "Office suite software"
hot = true
inDemand = false

[[tools]]
example = "Microsoft Outlook"
category = "Electronic mail software"
hot = true
inDemand = false

[[tools]]
example = "Microsoft PowerPoint"
category = "Presentation software"
hot = true
inDemand = false

[[tools]]
example = "Microsoft Word"
category = "Word processing software"
hot = true
inDemand = false

[[tools]]
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

[[workContext]]
name = "Face-to-Face Discussions with Individuals and Within Teams"
value = 4.81

[[workContext]]
name = "Spend Time Using Your Hands to Handle, Control, or Feel Objects, Tools, or Controls"
value = 4.69

[[workContext]]
name = "Importance of Being Exact or Accurate"
value = 4.66

[[workContext]]
name = "Time Pressure"
value = 4.5

[[workContext]]
name = "Work With or Contribute to a Work Group or Team"
value = 4.26

[[workContext]]
name = "Contact With Others"
value = 4.12

[[workContext]]
name = "Freedom to Make Decisions"
value = 4.03

[[workContext]]
name = "Spend Time Making Repetitive Motions"
value = 3.88

[[workContext]]
name = "Indoors, Environmentally Controlled"
value = 3.85

[[workContext]]
name = "Exposed to Sounds, Noise Levels that are Distracting or Uncomfortable"
value = 3.76

[[workContext]]
name = "Health and Safety of Other Workers"
value = 3.67

[[workContext]]
name = "Coordinate or Lead Others in Accomplishing Work Activities"
value = 3.65

[[workContext]]
name = "Physical Proximity"
value = 3.63

[[workContext]]
name = "Frequency of Decision Making"
value = 3.61

[[workContext]]
name = "Spend Time Standing"
value = 3.6

[[workContext]]
name = "Impact of Decisions on Co-workers or Company Results"
value = 3.56

[[workContext]]
name = "Determine Tasks, Priorities and Goals"
value = 3.56

[[workContext]]
name = "Exposed to Contaminants"
value = 3.51

[[workContext]]
name = "Level of Competition"
value = 3.28

[[workContext]]
name = "Work Outcomes and Results of Other Workers"
value = 3.22

[[workContext]]
name = "Spend Time Bending or Twisting Your Body"
value = 3

[[workContext]]
name = "Spend Time Walking or Running"
value = 2.96

[[workContext]]
name = "Pace Determined by Speed of Equipment"
value = 2.86

[[workContext]]
name = "Importance of Repeating Same Tasks"
value = 2.81

[[workContext]]
name = "Exposed to Hazardous Equipment"
value = 2.75

[[workContext]]
name = "Exposed to Minor Burns, Cuts, Bites, or Stings"
value = 2.68

[[workContext]]
name = "E-Mail"
value = 2.56

[[workContext]]
name = "Telephone Conversations"
value = 2.54

[[workContext]]
name = "Exposed to Hazardous Conditions"
value = 2.54

[[workContext]]
name = "Dealing With Unpleasant, Angry, or Discourteous People"
value = 2.53

[[workContext]]
name = "Conflict Situations"
value = 2.45

[[workContext]]
name = "Spend Time Sitting"
value = 2.45

[[workContext]]
name = "Exposed to Extremely Bright or Inadequate Lighting Conditions"
value = 2.33

[[workContext]]
name = "Consequence of Error"
value = 2.27

[[workContext]]
name = "Public Speaking"
value = 2.14

[[workContext]]
name = "Spend Time Kneeling, Crouching, Stooping, or Crawling"
value = 2.13

[[workContext]]
name = "Indoors, Not Environmentally Controlled"
value = 2.1

[[workContext]]
name = "Degree of Automation"
value = 2.09

[[workContext]]
name = "Deal With External Customers or the Public in General"
value = 2

[[personFit]]
name = "Realistic"
family = "career_interest_type"
value = 5.37

[[personFit]]
name = "Conventional"
family = "career_interest_type"
value = 4.58

[[personFit]]
name = "Physical/Manual Labor"
family = "specific_interest_area"
value = 4.29

[[personFit]]
name = "Enterprising"
family = "career_interest_type"
value = 3.93

[[personFit]]
name = "Dependability"
family = "work_style"
value = 3

[[personFit]]
name = "Mechanics/Electronics"
family = "specific_interest_area"
value = 2.86

[[personFit]]
name = "Management/Administration"
family = "specific_interest_area"
value = 2.86

[[personFit]]
name = "Engineering"
family = "specific_interest_area"
value = 2.85

[[personFit]]
name = "Social"
family = "career_interest_type"
value = 2.42

[[personFit]]
name = "Construction/Woodwork"
family = "specific_interest_area"
value = 2.16

[[personFit]]
name = "Cooperation"
family = "work_style"
value = 2.07

[[personFit]]
name = "Attention to Detail"
family = "work_style"
value = 2.02

[[personFit]]
name = "Transportation/Machine Operation"
family = "specific_interest_area"
value = 1.94

[[personFit]]
name = "Teaching/Education"
family = "specific_interest_area"
value = 1.66

[[personFit]]
name = "Artistic"
family = "career_interest_type"
value = 1.6

[[personFit]]
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"

[[relatedRoles]]
socCode = "51-2031.00"
slug = "role-51-2031-00"
title = "Engine and Other Machine Assemblers"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "51-2023.00"
slug = "role-51-2023-00"
title = "Electromechanical Equipment Assemblers"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "51-2011.00"
slug = "role-51-2011-00"
title = "Aircraft Structure, Surfaces, Rigging, and Systems Assemblers"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "17-3026.00"
slug = "role-17-3026-00"
title = "Industrial Engineering Technologists and Technicians"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "17-3027.00"
slug = "role-17-3027-00"
title = "Mechanical Engineering Technologists and Technicians"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "49-9041.00"
slug = "role-49-9041-00"
title = "Industrial Machinery Mechanics"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "17-3023.00"
slug = "role-17-3023-00"
title = "Electrical and Electronic Engineering Technologists and Technicians"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "51-4122.00"
slug = "role-51-4122-00"
title = "Welding, Soldering, and Brazing Machine Setters, Operators, and Tenders"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "49-9044.00"
slug = "role-49-9044-00"
title = "Millwrights"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "17-2112.00"
slug = "role-17-2112-00"
title = "Industrial Engineers"
tier = "Supplemental"

[[relatedRoles]]
socCode = "17-2112.03"
slug = "role-17-2112-03"
title = "Manufacturing Engineers"
tier = "Supplemental"

[[aiSignals]]
source = "frey_osborne"
label = "Computerization probability"
score = 0.97
scale = "0-1 probability"
release = "2013-baseline-2016-employment-snapshot"

[[aiSignals]]
source = "felten_aioe"
label = "AI occupational exposure"
score = -0.8305441
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_image_generation_aioe"
label = "Image generation occupational exposure"
score = -0.7084011
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_language_modeling_aioe"
label = "Language modeling occupational exposure"
score = -0.8316012
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"
