entityType = "role"
schemaVersion = "role.v1"
slug = "role-49-9095-00"
socCode = "49-9095.00"
title = "Manufactured Building and Mobile Home Installers"
summary = "Move or install mobile homes or prefabricated buildings."
aliases = ["Mobile Home Installer", "Mobile Home Laborer", "Mobile Home Set-Up Person", "Modular Set Crew Member", "Delivery Crew Worker", "Set Up Technician", "Concrete Craftsman", "Crew Member", "Custom Home Installer", "Delivery Builder", "Delivery Crew Member", "Fabrication and Layout Craftsman"]
emergingTasks = []

[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 = "Less than a High School Diploma"
percentage = 59.23

[[preparation.educationDistribution]]
label = "High School Diploma"
percentage = 39.53

[[preparation.educationDistribution]]
label = "Post-Secondary Certificate"
percentage = 1.24

[educationLevel]
category = "High school diploma or equivalent"
slug = "high-school-diploma-or-equivalent"

[market]
medianWage = 41080
meanWage = 42620
pct10Wage = 30280
pct25Wage = 35290
pct75Wage = 48410
pct90Wage = 57190
employment = 2610
areaTitle = "U.S."

[industries]
count = 4

[[industries.top]]
naics = "44-45"
slug = "44-45"
title = "Retail Trade"
level = "Sector"
employment = 1070
medianWage = 44150
lq = 4.05

[[industries.top]]
naics = "31-33"
slug = "31-33"
title = "Manufacturing"
level = "Sector"
employment = 580
medianWage = 45240
lq = 2.68

[[industries.top]]
naics = "23"
slug = "23"
title = "Construction"
level = "Sector"
employment = 200
medianWage = 48600
lq = 1.45

[[industries.top]]
naics = "48-49"
slug = "48-49"
title = "Transportation and Warehousing"
level = "Sector"
medianWage = 34780

[[industries.concentrated]]
naics = "44-45"
slug = "44-45"
title = "Retail Trade"
level = "Sector"
employment = 1070
lq = 4.05

[[industries.concentrated]]
naics = "31-33"
slug = "31-33"
title = "Manufacturing"
level = "Sector"
employment = 580
lq = 2.68

[[industries.concentrated]]
naics = "23"
slug = "23"
title = "Construction"
level = "Sector"
employment = 200
lq = 1.45

[aiOutlook]
teleworkable = false
usageTasks = []

[aiOutlook.index]
value = 18
percentile = 15
band = "Low"
version = "ai-exposure-index-v1"
componentCount = 3

[[aiOutlook.index.components]]
percentile = 6
source = "felten_aioe"

[[aiOutlook.index.components]]
percentile = 11
source = "openai_gpts_are_gpts"

[[aiOutlook.index.components]]
percentile = 38
source = "microsoft_working_with_ai"

[aiOutlook.freyHistorical]
source = "frey"
label = "Computerization probability (Frey & Osborne, 2013)"
value = 0.18
percentile = 33
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."

[aiOutlook.eloundou]
alpha = 0.07692307692307693
beta = 0.07692307692307693
gamma = 0.07692307692307693

[aiOutlook.bls]
growthPercent = 5.9
growthPercentile = 80
direction = "About average"
annualOpeningsThousands = 0.3
annualOpeningsPercentile = 4
employment2024Thousands = 3.1
employment2034Thousands = 3.3

[[aiOutlook.exposure]]
source = "felten_aioe"
label = "Overall AI exposure (Felten et al.)"
value = -1.414062
percentile = 6
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 = 0.07692307692307693
percentile = 11
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.exposure]]
source = "microsoft_applicability"
label = "AI assistant applicability (Microsoft)"
value = 0.12119641038263532
percentile = 38
band = "Moderate"
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."

[[aiOutlook.sources]]
source = "bls_employment_projections"
version = "2024-2034"

[[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 = "microsoft_working_with_ai"
version = "working-with-ai"

[[aiOutlook.sources]]
source = "openai_gpts_are_gpts"
version = "gpts-are-gpts"

[counts]
tasks = 14
skills = 33
capabilities = 120
tools = 3
relatedRoles = 20

[source]
dataset = "gold.onet_role_starter_surface"
version = "30.3"
generatedAt = "2026-06-02T21:00:32.945303+00:00"
contentHash = "f7822339bcd4b702"

[[tasks]]
text = "Seal open sides of modular units to prepare them for shipment, using polyethylene sheets, nails, and hammers."
type = "Core"
iwa = "4.A.3.a.2.am"

[[tasks]]
text = "Move and set up mobile homes or prefabricated buildings on owners' lots or at mobile home parks."
type = "Core"
iwa = "4.A.3.a.1.j"

[[tasks]]
text = "Inspect, examine, and test the operation of parts or systems to evaluate operating condition and to determine if repairs are needed."
type = "Core"
iwa = "4.A.1.b.2.g"

[[tasks]]
text = "Connect water hoses to inlet pipes of plumbing systems, and test operation of plumbing fixtures."
type = "Core"
iwa = "4.A.3.a.2.ah"

[[tasks]]
text = "Remove damaged exterior panels, repair and replace structural frame members, and seal leaks, using hand tools."
type = "Core"
iwa = "4.A.3.a.2.s"

[[tasks]]
text = "List parts needed, estimate costs, and plan work procedures, using parts lists, technical manuals, and diagrams."
type = "Core"
iwa = "4.A.1.b.3.b"

[[tasks]]
text = "Confer with customers or read work orders to determine the nature and extent of damage to units."
type = "Core"
iwa = "4.A.1.a.1.b"

[[tasks]]
text = "Install, repair, and replace units, fixtures, appliances, and other items and systems in mobile and modular homes, prefabricated buildings, or travel trailers, using hand tools or power tools."
type = "Core"
iwa = "4.A.3.a.2.t"

[[tasks]]
text = "Reset hardware, using chisels, mallets, and screwdrivers."
type = "Core"
iwa = "4.A.3.a.2.d"

[[tasks]]
text = "Repair leaks in plumbing or gas lines, using caulking compounds and plastic or copper pipe."
type = "Core"
iwa = "4.A.3.b.4.a"

[[tasks]]
text = "Connect electrical systems to outside power sources and activate switches to test the operation of appliances and light fixtures."
type = "Supplemental"
iwa = "4.A.3.a.2.i"

[[tasks]]
text = "Locate and repair frayed wiring, broken connections, or incorrect wiring, using ohmmeters, soldering irons, tape, and hand tools."
type = "Core"
iwa = "4.A.3.b.5.b"

[[activities]]
name = "Seal gaps or cracks to prevent leakage or moisture intrusion."
iwa = "4.A.3.a.2.am"

[[activities]]
name = "Move large objects using heavy equipment."
iwa = "4.A.3.a.1.j"

[[activities]]
name = "Install prefabricated or manufactured structures."
iwa = "4.A.3.a.2.a"

[[activities]]
name = "Inspect systems to determine if they are operating properly."
iwa = "4.A.1.b.2.g"

[[activities]]
name = "Test mechanical equipment to ensure proper functioning."
iwa = "4.A.1.b.2.l"

[[activities]]
name = "Connect hoses to equipment or piping."
iwa = "4.A.3.a.2.ah"

[[activities]]
name = "Remove parts or components from equipment."
iwa = "4.A.3.a.2.s"

[[activities]]
name = "Repair structural components."
iwa = "4.A.3.b.4.a"

[[activities]]
name = "Estimate costs for labor or materials."
iwa = "4.A.1.b.3.b"

[[activities]]
name = "Plan work procedures."
iwa = "4.A.2.b.6.b"

[[activities]]
name = "Record information about parts, materials or repair procedures."
iwa = "4.A.3.b.6.h"

[[activities]]
name = "Read work orders or descriptions of problems to determine repairs or modifications needed."
iwa = "4.A.1.a.1.b"

[[activities]]
name = "Confer with customers or users to assess problems."
iwa = "4.A.4.a.2.j"

[[activities]]
name = "Install home appliances."
iwa = "4.A.3.a.2.t"

[[activities]]
name = "Reassemble equipment after repair."
iwa = "4.A.3.a.2.d"

[[activities]]
name = "Repair pipes to stop leaking."
iwa = "4.A.3.b.4.a"

[[activities]]
name = "Repair electrical circuits or wiring."
iwa = "4.A.3.b.5.b"

[[activities]]
name = "Cut materials according to specifications or needs."
iwa = "4.A.3.a.2.l"

[[activities]]
name = "Control power supply connections."
iwa = "4.A.3.a.2.i"

[[activities]]
name = "Connect electrical components or equipment."
iwa = "4.A.3.a.2.ah"

[[activities]]
name = "Refinish wood or metal surfaces."
iwa = "4.A.3.a.2.ag"

[[capabilities]]
name = "Multilimb Coordination"
family = "ability"
value = 4.38

[[capabilities]]
name = "Building and Construction"
family = "knowledge"
value = 4.37

[[capabilities]]
name = "Control Precision"
family = "ability"
value = 4.25

[[capabilities]]
name = "Public Safety and Security"
family = "knowledge"
value = 4.15

[[capabilities]]
name = "Customer and Personal Service"
family = "knowledge"
value = 4.04

[[capabilities]]
name = "Arm-Hand Steadiness"
family = "ability"
value = 4

[[capabilities]]
name = "Manual Dexterity"
family = "ability"
value = 4

[[capabilities]]
name = "Problem Sensitivity"
family = "ability"
value = 3.88

[[capabilities]]
name = "Finger Dexterity"
family = "ability"
value = 3.88

[[capabilities]]
name = "Reaction Time"
family = "ability"
value = 3.88

[[capabilities]]
name = "Design"
family = "knowledge"
value = 3.81

[[capabilities]]
name = "Critical Thinking"
family = "essential_skill"
value = 3.75

[[capabilities]]
name = "Operation and Control"
family = "transferable_skill"
value = 3.75

[[capabilities]]
name = "Quality Control Analysis"
family = "transferable_skill"
value = 3.75

[[capabilities]]
name = "Visualization"
family = "ability"
value = 3.75

[[capabilities]]
name = "Trunk Strength"
family = "ability"
value = 3.75

[[capabilities]]
name = "Near Vision"
family = "ability"
value = 3.75

[[capabilities]]
name = "Transportation"
family = "knowledge"
value = 3.73

[[capabilities]]
name = "Static Strength"
family = "ability"
value = 3.63

[[capabilities]]
name = "Extent Flexibility"
family = "ability"
value = 3.63

[[capabilities]]
name = "Depth Perception"
family = "ability"
value = 3.63

[[capabilities]]
name = "Operations Monitoring"
family = "transferable_skill"
value = 3.62

[[capabilities]]
name = "Engineering and Technology"
family = "knowledge"
value = 3.59

[[capabilities]]
name = "Mathematics"
family = "knowledge"
value = 3.58

[[capabilities]]
name = "Mechanical"
family = "knowledge"
value = 3.55

[[capabilities]]
name = "Monitoring"
family = "essential_skill"
value = 3.5

[[capabilities]]
name = "Coordination"
family = "transferable_skill"
value = 3.5

[[capabilities]]
name = "Judgment and Decision Making"
family = "transferable_skill"
value = 3.5

[[capabilities]]
name = "Oral Comprehension"
family = "ability"
value = 3.5

[[capabilities]]
name = "Response Orientation"
family = "ability"
value = 3.5

[[capabilities]]
name = "Stamina"
family = "ability"
value = 3.5

[[capabilities]]
name = "Far Vision"
family = "ability"
value = 3.5

[[capabilities]]
name = "Active Listening"
family = "essential_skill"
value = 3.38

[[capabilities]]
name = "Speaking"
family = "essential_skill"
value = 3.38

[[capabilities]]
name = "Active Learning"
family = "essential_skill"
value = 3.38

[[capabilities]]
name = "Learning Strategies"
family = "essential_skill"
value = 3.38

[[capabilities]]
name = "Complex Problem Solving"
family = "transferable_skill"
value = 3.38

[[capabilities]]
name = "Time Management"
family = "transferable_skill"
value = 3.38

[[capabilities]]
name = "Management of Personnel Resources"
family = "transferable_skill"
value = 3.38

[[capabilities]]
name = "Oral Expression"
family = "ability"
value = 3.38

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

[[tools]]
example = "Email software"
category = "Electronic mail software"
hot = false
inDemand = false

[[tools]]
example = "Web browser software"
category = "Internet browser software"
hot = false
inDemand = false

[[workContext]]
name = "Exposed to Hazardous Equipment"
value = 4.91

[[workContext]]
name = "Spend Time Standing"
value = 4.81

[[workContext]]
name = "Spend Time Bending or Twisting Your Body"
value = 4.67

[[workContext]]
name = "Spend Time Kneeling, Crouching, Stooping, or Crawling"
value = 4.66

[[workContext]]
name = "Exposed to Sounds, Noise Levels that are Distracting or Uncomfortable"
value = 4.54

[[workContext]]
name = "Frequency of Decision Making"
value = 4.49

[[workContext]]
name = "Outdoors, Exposed to All Weather Conditions"
value = 4.43

[[workContext]]
name = "Spend Time Using Your Hands to Handle, Control, or Feel Objects, Tools, or Controls"
value = 4.39

[[workContext]]
name = "Importance of Being Exact or Accurate"
value = 4.33

[[workContext]]
name = "Impact of Decisions on Co-workers or Company Results"
value = 4.3

[[workContext]]
name = "Spend Time Making Repetitive Motions"
value = 4.25

[[workContext]]
name = "Time Pressure"
value = 4.24

[[workContext]]
name = "Freedom to Make Decisions"
value = 4.23

[[workContext]]
name = "Determine Tasks, Priorities and Goals"
value = 4.22

[[workContext]]
name = "Telephone Conversations"
value = 4.09

[[workContext]]
name = "Exposed to Very Hot or Cold Temperatures"
value = 3.97

[[workContext]]
name = "Work Outcomes and Results of Other Workers"
value = 3.93

[[workContext]]
name = "Exposed to Cramped Work Space, Awkward Positions"
value = 3.93

[[workContext]]
name = "Physical Proximity"
value = 3.92

[[workContext]]
name = "Exposed to Minor Burns, Cuts, Bites, or Stings"
value = 3.84

[[workContext]]
name = "Health and Safety of Other Workers"
value = 3.83

[[workContext]]
name = "Work With or Contribute to a Work Group or Team"
value = 3.81

[[workContext]]
name = "Conflict Situations"
value = 3.79

[[workContext]]
name = "Face-to-Face Discussions with Individuals and Within Teams"
value = 3.76

[[workContext]]
name = "Contact With Others"
value = 3.75

[[workContext]]
name = "Exposed to Contaminants"
value = 3.75

[[workContext]]
name = "Spend Time Climbing Ladders, Scaffolds, or Poles"
value = 3.53

[[workContext]]
name = "Spend Time Walking or Running"
value = 3.42

[[workContext]]
name = "Exposed to High Places"
value = 3.4

[[workContext]]
name = "Level of Competition"
value = 3.35

[[workContext]]
name = "In an Enclosed Vehicle or Operate Enclosed Equipment"
value = 3.33

[[workContext]]
name = "Dealing With Unpleasant, Angry, or Discourteous People"
value = 3.3

[[workContext]]
name = "Consequence of Error"
value = 3.2

[[workContext]]
name = "In an Open Vehicle or Operating Equipment"
value = 3.08

[[workContext]]
name = "Exposed to Whole Body Vibration"
value = 2.92

[[workContext]]
name = "Exposed to Extremely Bright or Inadequate Lighting Conditions"
value = 2.86

[[workContext]]
name = "Spend Time Keeping or Regaining Balance"
value = 2.86

[[workContext]]
name = "Exposed to Hazardous Conditions"
value = 2.82

[[workContext]]
name = "Importance of Repeating Same Tasks"
value = 2.65

[[workContext]]
name = "Pace Determined by Speed of Equipment"
value = 2.64

[[personFit]]
name = "Realistic"
family = "career_interest_type"
value = 6.83

[[personFit]]
name = "Physical/Manual Labor"
family = "specific_interest_area"
value = 6.42

[[personFit]]
name = "Construction/Woodwork"
family = "specific_interest_area"
value = 4.54

[[personFit]]
name = "Mechanics/Electronics"
family = "specific_interest_area"
value = 4.3

[[personFit]]
name = "Conventional"
family = "career_interest_type"
value = 3.9

[[personFit]]
name = "Transportation/Machine Operation"
family = "specific_interest_area"
value = 2.67

[[personFit]]
name = "Engineering"
family = "specific_interest_area"
value = 2.54

[[personFit]]
name = "Dependability"
family = "work_style"
value = 2.25

[[personFit]]
name = "Attention to Detail"
family = "work_style"
value = 1.97

[[personFit]]
name = "Investigative"
family = "career_interest_type"
value = 1.9

[[personFit]]
name = "Social"
family = "career_interest_type"
value = 1.71

[[personFit]]
name = "Artistic"
family = "career_interest_type"
value = 1.52

[[personFit]]
name = "Cautiousness"
family = "work_style"
value = 1.5

[[personFit]]
name = "Personal Service"
family = "specific_interest_area"
value = 1.34

[[personFit]]
name = "Management/Administration"
family = "specific_interest_area"
value = 1.26

[[personFit]]
name = "Mathematics/Statistics"
family = "specific_interest_area"
value = 1.23

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

[[relatedRoles]]
socCode = "47-2031.00"
slug = "role-47-2031-00"
title = "Carpenters"
tier = "Primary-Short"

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

[[relatedRoles]]
socCode = "47-2221.00"
slug = "role-47-2221-00"
title = "Structural Iron and Steel Workers"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "47-3015.00"
slug = "role-47-3015-00"
title = "Helpers--Pipelayers, Plumbers, Pipefitters, and Steamfitters"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "47-2152.00"
slug = "role-47-2152-00"
title = "Plumbers, Pipefitters, and Steamfitters"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "49-9098.00"
slug = "role-49-9098-00"
title = "Helpers--Installation, Maintenance, and Repair Workers"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "49-3042.00"
slug = "role-49-3042-00"
title = "Mobile Heavy Equipment Mechanics, Except Engines"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "51-2041.00"
slug = "role-51-2041-00"
title = "Structural Metal Fabricators and Fitters"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "47-2061.00"
slug = "role-47-2061-00"
title = "Construction Laborers"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "49-9071.00"
slug = "role-49-9071-00"
title = "Maintenance and Repair Workers, General"
tier = "Supplemental"

[[relatedRoles]]
socCode = "47-3013.00"
slug = "role-47-3013-00"
title = "Helpers--Electricians"
tier = "Supplemental"

[[careerClusters]]
cluster = "Advanced Manufacturing"
slug = "advanced-manufacturing"

[[studyPrograms]]
title = "Construction Trades"
slug = "construction-trades"

[[aiSignals]]
source = "frey_osborne"
label = "Computerization probability"
score = 0.18
scale = "0-1 probability"
release = "2013-baseline-2016-employment-snapshot"

[[aiSignals]]
source = "felten_aioe"
label = "AI occupational exposure"
score = -1.414062
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_image_generation_aioe"
label = "Image generation occupational exposure"
score = -0.9141364
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_language_modeling_aioe"
label = "Language modeling occupational exposure"
score = -1.439807
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"
