entityType = "role"
schemaVersion = "role.v1"
slug = "role-51-9199-00"
socCode = "51-9199.00"
title = "Production Workers, All Other"
summary = "All production workers not listed separately."
aliases = ["Abalone Processor", "Abrasive Band Winder", "Acetone Button Paster", "Acid Adjuster", "Acid Conditioning Worker", "Acid Filler", "Acid Painter", "Acid Splicer", "Acoustical Tile Drill Press Operator", "Adhesive Bandage Machine Operator", "Adhesive Bandage Making Operator", "Adhesive Primer"]
tasks = []
emergingTasks = []
activities = []
capabilities = []
skills = []
tools = []
workContext = []
personFit = []
relatedRoles = []
studyPrograms = []

[preparation]
educationDistribution = []

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

[market]
medianWage = 38820
meanWage = 42940
pct10Wage = 30370
pct25Wage = 35080
pct75Wage = 47550
pct90Wage = 59600
employment = 277060
areaTitle = "U.S."

[industries]
count = 31

[[industries.top]]
naics = "31-33"
slug = "31-33"
title = "Manufacturing"
level = "Sector"
employment = 128800
medianWage = 44360
lq = 5.62

[[industries.top]]
naics = "56"
slug = "56"
title = "Administrative and Support and Waste Management and Remediation Services"
level = "Sector"
employment = 103750
medianWage = 36850
lq = 6.39

[[industries.top]]
naics = "561320"
slug = "561320"
title = "Temporary Help Services"
level = "National industry"
employment = 92230
medianWage = 36780
lq = 19.36

[[industries.top]]
naics = "42"
slug = "42"
title = "Wholesale Trade"
level = "Sector"
employment = 16010
medianWage = 38200
lq = 1.48

[[industries.top]]
naics = "54"
slug = "54"
title = "Professional, Scientific, and Technical Services"
level = "Sector"
employment = 5300
medianWage = 47430
lq = 0.27

[[industries.top]]
naics = "62"
slug = "62"
title = "Health Care and Social Assistance"
level = "Sector"
employment = 4790
medianWage = 31200
lq = 0.12

[[industries.top]]
naics = "44-45"
slug = "44-45"
title = "Retail Trade"
level = "Sector"
employment = 4170
medianWage = 35940
lq = 0.15

[[industries.top]]
naics = "48-49"
slug = "48-49"
title = "Transportation and Warehousing"
level = "Sector"
employment = 3060
medianWage = 44270
lq = 0.23

[[industries.top]]
naics = "23"
slug = "23"
title = "Construction"
level = "Sector"
employment = 2130
medianWage = 38810
lq = 0.15

[[industries.top]]
naics = "55"
slug = "55"
title = "Management of Companies and Enterprises"
level = "Sector"
employment = 2010
medianWage = 48440
lq = 0.4

[[industries.top]]
naics = "22"
slug = "22"
title = "Utilities"
level = "Sector"
employment = 1560
medianWage = 101330
lq = 1.5

[[industries.top]]
naics = "332710"
slug = "332710"
title = "Machine Shops"
level = "National industry"
employment = 1030
medianWage = 40970
lq = 2.21

[[industries.concentrated]]
naics = "561320"
slug = "561320"
title = "Temporary Help Services"
level = "National industry"
employment = 92230
lq = 19.36

[[industries.concentrated]]
naics = "56"
slug = "56"
title = "Administrative and Support and Waste Management and Remediation Services"
level = "Sector"
employment = 103750
lq = 6.39

[[industries.concentrated]]
naics = "31-33"
slug = "31-33"
title = "Manufacturing"
level = "Sector"
employment = 128800
lq = 5.62

[[industries.concentrated]]
naics = "332710"
slug = "332710"
title = "Machine Shops"
level = "National industry"
employment = 1030
lq = 2.21

[[industries.concentrated]]
naics = "22"
slug = "22"
title = "Utilities"
level = "Sector"
employment = 1560
lq = 1.5

[[industries.concentrated]]
naics = "42"
slug = "42"
title = "Wholesale Trade"
level = "Sector"
employment = 16010
lq = 1.48

[[industries.concentrated]]
naics = "513110"
slug = "513110"
title = "Newspaper Publishers"
level = "National industry"
employment = 150
lq = 0.92

[[industries.concentrated]]
naics = "21"
slug = "21"
title = "Mining, Quarrying, and Oil and Gas Extraction"
level = "Sector"
employment = 790
lq = 0.77

[aiOutlook]
teleworkable = false
usageTasks = []

[aiOutlook.index]
value = 8
percentile = 4
band = "Low"
version = "ai-exposure-index-v1"
componentCount = 1

[[aiOutlook.index.components]]
percentile = 8
source = "felten_aioe"

[aiOutlook.bls]
growthPercent = 0.5
growthPercentile = 29
direction = "About average"
annualOpeningsThousands = 31.6
annualOpeningsPercentile = 85
employment2024Thousands = 292.8
employment2034Thousands = 294.3

[[aiOutlook.exposure]]
source = "felten_aioe"
label = "Overall AI exposure (Felten et al.)"
value = -1.290964
percentile = 8
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.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"

[counts]
tasks = 0
skills = 0
capabilities = 0
tools = 0
relatedRoles = 0

[source]
dataset = "gold.onet_role_starter_surface"
version = "30.3"
generatedAt = "2026-06-02T21:00:32.945303+00:00"
contentHash = "622239c28d13076d"

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

[[aiSignals]]
source = "felten_aioe"
label = "AI occupational exposure"
score = -1.290964
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_image_generation_aioe"
label = "Image generation occupational exposure"
score = -0.9111404
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_language_modeling_aioe"
label = "Language modeling occupational exposure"
score = -1.3628
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"
