entityType = "role"
schemaVersion = "role.v1"
slug = "role-51-4032-00"
socCode = "51-4032.00"
title = "Drilling and Boring Machine Tool Setters, Operators, and Tenders, Metal and Plastic"
summary = "Set up, operate, or tend drilling machines to drill, bore, ream, mill, or countersink metal or plastic work pieces."
aliases = ["CNC Machinist (Computer Numerical Control Machinist)", "Drill Operator", "Drill Setup Operator", "Machine Operator", "Bore Mill Operator", "CNC Drilling Operator (Computer Numerical Control Drilling Operator)", "Drill Press Operator", "Punch Operator", "Radial Drill Operator", "Setup Mill Operator", "Automatic Driller and Reamer", "Automatic Drilling Machine Operator"]
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 = "High School Diploma"
percentage = 56.88

[[preparation.educationDistribution]]
label = "Some College Courses"
percentage = 12.19

[[preparation.educationDistribution]]
label = "Associate's Degree (or other 2-year degree)"
percentage = 12.11

[[preparation.educationDistribution]]
label = "Less than a High School Diploma"
percentage = 9.76

[[preparation.educationDistribution]]
label = "Bachelor's Degree"
percentage = 7.12

[[preparation.educationDistribution]]
label = "Post-Secondary Certificate"
percentage = 1.94

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

[market]
medianWage = 46630
meanWage = 50330
pct10Wage = 35360
pct25Wage = 41100
pct75Wage = 56820
pct90Wage = 65200
employment = 5310
areaTitle = "U.S."

[industries]
count = 8

[[industries.top]]
naics = "31-33"
slug = "31-33"
title = "Manufacturing"
level = "Sector"
employment = 4870
medianWage = 46590
lq = 11.08

[[industries.top]]
naics = "332710"
slug = "332710"
title = "Machine Shops"
level = "National industry"
employment = 280
medianWage = 47090
lq = 31.3

[[industries.top]]
naics = "23"
slug = "23"
title = "Construction"
level = "Sector"
employment = 140
medianWage = 65580
lq = 0.5

[[industries.top]]
naics = "237130"
slug = "237130"
title = "Power and Communication Line and Related Structures Construction"
level = "National industry"
employment = 30
medianWage = 99630

[[industries.top]]
naics = "21"
slug = "21"
title = "Mining, Quarrying, and Oil and Gas Extraction"
level = "Sector"
medianWage = 61890

[[industries.top]]
naics = "54"
slug = "54"
title = "Professional, Scientific, and Technical Services"
level = "Sector"
medianWage = 47740

[[industries.top]]
naics = "541330"
slug = "541330"
title = "Engineering Services"
level = "National industry"
medianWage = 49250

[[industries.top]]
naics = "56"
slug = "56"
title = "Administrative and Support and Waste Management and Remediation Services"
level = "Sector"
medianWage = 35460

[[industries.concentrated]]
naics = "332710"
slug = "332710"
title = "Machine Shops"
level = "National industry"
employment = 280
lq = 31.3

[[industries.concentrated]]
naics = "31-33"
slug = "31-33"
title = "Manufacturing"
level = "Sector"
employment = 4870
lq = 11.08

[[industries.concentrated]]
naics = "23"
slug = "23"
title = "Construction"
level = "Sector"
employment = 140
lq = 0.5

[aiOutlook]
teleworkable = false
usageRelease = "2026-01-15-v4-plus-2025-03-27-v2"

[aiOutlook.index]
value = 21
percentile = 18
band = "Low"
version = "ai-exposure-index-v1"
componentCount = 3

[[aiOutlook.index.components]]
percentile = 27
source = "felten_aioe"

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

[[aiOutlook.index.components]]
percentile = 29
source = "microsoft_working_with_ai"

[aiOutlook.freyHistorical]
source = "frey"
label = "Computerization probability (Frey & Osborne, 2013)"
value = 0.94
percentile = 86
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
beta = 0.030303030303030304
gamma = 0.06060606060606061

[aiOutlook.bls]
growthPercent = -19.6
growthPercentile = 1
direction = "Declining"
annualOpeningsThousands = 0.4
annualOpeningsPercentile = 6
employment2024Thousands = 5.3
employment2034Thousands = 4.3

[[aiOutlook.exposure]]
source = "felten_aioe"
label = "Overall AI exposure (Felten et al.)"
value = -0.7598132
percentile = 27
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 = 0.06060606060606061
percentile = 8
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 = 0.09477541210712714
percentile = 29
band = "Low"
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.usageTasks]]
task = "Study machining instructions, job orders, or blueprints to determine dimensional or finish specifications, sequences of operations, setups, or tooling requirements."
usagePercent = 0.0015406168218923706
importance = 4.7

[[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 = 17
skills = 34
capabilities = 120
tools = 6
relatedRoles = 20

[source]
dataset = "gold.onet_role_starter_surface"
version = "30.3"
generatedAt = "2026-06-02T21:00:32.945303+00:00"
contentHash = "2fcb8b9fbf26d7a2"

[[tasks]]
text = "Verify conformance of machined work to specifications, using measuring instruments, such as calipers, micrometers, or fixed or telescoping gauges."
type = "Core"
iwa = "4.A.1.b.3.a"

[[tasks]]
text = "Study machining instructions, job orders, or blueprints to determine dimensional or finish specifications, sequences of operations, setups, or tooling requirements."
type = "Core"
iwa = "4.A.1.a.1.b"

[[tasks]]
text = "Move machine controls to lower tools to workpieces and to engage automatic feeds."
type = "Core"
iwa = "4.A.3.a.2.ad"

[[tasks]]
text = "Verify that workpiece reference lines are parallel to the axis of table rotation, using dial indicators mounted in spindles."
type = "Core"
iwa = "4.A.3.a.2.ao"

[[tasks]]
text = "Establish zero reference points on workpieces, such as at the intersections of two edges or over hole locations."
type = "Core"
iwa = "4.A.3.a.2.ao"

[[tasks]]
text = "Change worn cutting tools, using wrenches."
type = "Core"
iwa = "4.A.3.b.4.c"

[[tasks]]
text = "Select and set cutting speeds, feed rates, depths of cuts, and cutting tools, according to machining instructions or knowledge of metal properties."
type = "Core"
iwa = "4.A.3.a.2.i"

[[tasks]]
text = "Position and secure workpieces on tables, using bolts, jigs, clamps, shims, or other holding devices."
type = "Core"
iwa = "4.A.3.a.2.f"

[[tasks]]
text = "Observe drilling or boring machine operations to detect any problems."
type = "Core"
iwa = "4.A.1.a.2.a"

[[tasks]]
text = "Lift workpieces onto work tables either manually or with hoists or direct crane operators to lift and position workpieces."
type = "Core"
iwa = "4.A.3.a.3.h"

[[tasks]]
text = "Turn valves and direct flow of coolants or cutting oil over cutting areas."
type = "Core"
iwa = "4.A.3.a.2.i"

[[tasks]]
text = "Install tools in spindles."
type = "Core"
iwa = "4.A.3.a.2.f"

[[activities]]
name = "Measure dimensions of completed products or workpieces to verify conformance to specifications."
iwa = "4.A.1.b.3.a"

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

[[activities]]
name = "Study blueprints or other instructions to determine equipment setup requirements."
iwa = "4.A.1.a.1.b"

[[activities]]
name = "Review blueprints or other instructions to determine operational methods or sequences."
iwa = "4.A.1.a.1.b"

[[activities]]
name = "Set equipment controls to meet cutting specifications."
iwa = "4.A.3.a.2.i"

[[activities]]
name = "Mount attachments or tools onto production equipment."
iwa = "4.A.3.a.2.f"

[[activities]]
name = "Replace worn equipment components."
iwa = "4.A.3.b.4.c"

[[activities]]
name = "Mount materials or workpieces onto production equipment."
iwa = "4.A.3.a.2.f"

[[activities]]
name = "Drill holes in parts, equipment, or materials."
iwa = "4.A.3.a.2.ad"

[[activities]]
name = "Adjust equipment controls to regulate coolant flow."
iwa = "4.A.3.a.2.i"

[[activities]]
name = "Draw guide lines or markings on materials or workpieces using patterns or other references."
iwa = "4.A.3.a.2.ao"

[[activities]]
name = "Watch operating equipment to detect malfunctions."
iwa = "4.A.1.a.2.a"

[[activities]]
name = "Lift materials or workpieces using cranes or other lifting equipment."
iwa = "4.A.3.a.3.h"

[[activities]]
name = "Signal others to coordinate work activities."
iwa = "4.A.4.b.1.b"

[[activities]]
name = "Assemble metal or plastic parts or products."
iwa = "4.A.3.a.2.aj"

[[activities]]
name = "Align parts or workpieces to ensure proper assembly."
iwa = "4.A.3.a.2.ao"

[[activities]]
name = "Operate grinding equipment."
iwa = "4.A.3.a.3.l"

[[activities]]
name = "Sharpen cutting or grinding tools."
iwa = "4.A.3.b.5.a"

[[capabilities]]
name = "Mathematics"
family = "knowledge"
value = 4.4

[[capabilities]]
name = "Production and Processing"
family = "knowledge"
value = 4.38

[[capabilities]]
name = "Mechanical"
family = "knowledge"
value = 4.32

[[capabilities]]
name = "English Language"
family = "knowledge"
value = 4

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

[[capabilities]]
name = "Engineering and Technology"
family = "knowledge"
value = 3.52

[[capabilities]]
name = "Control Precision"
family = "ability"
value = 3.5

[[capabilities]]
name = "Arm-Hand Steadiness"
family = "ability"
value = 3.38

[[capabilities]]
name = "Near Vision"
family = "ability"
value = 3.38

[[capabilities]]
name = "Education and Training"
family = "knowledge"
value = 3.32

[[capabilities]]
name = "Design"
family = "knowledge"
value = 3.25

[[capabilities]]
name = "Problem Sensitivity"
family = "ability"
value = 3.25

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

[[capabilities]]
name = "Selective Attention"
family = "ability"
value = 3.25

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

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

[[capabilities]]
name = "Reaction Time"
family = "ability"
value = 3.25

[[capabilities]]
name = "Reading Comprehension"
family = "essential_skill"
value = 3.12

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

[[capabilities]]
name = "Operation and Control"
family = "transferable_skill"
value = 3.12

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

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

[[capabilities]]
name = "Visualization"
family = "ability"
value = 3.12

[[capabilities]]
name = "Rate Control"
family = "ability"
value = 3.12

[[capabilities]]
name = "Administration and Management"
family = "knowledge"
value = 3.01

[[capabilities]]
name = "Active Listening"
family = "essential_skill"
value = 3

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

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

[[capabilities]]
name = "Complex Problem Solving"
family = "transferable_skill"
value = 3

[[capabilities]]
name = "Judgment and Decision Making"
family = "transferable_skill"
value = 3

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

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

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

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

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

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

[[capabilities]]
name = "Perceptual Speed"
family = "ability"
value = 3

[[capabilities]]
name = "Far Vision"
family = "ability"
value = 3

[[capabilities]]
name = "Computers and Electronics"
family = "knowledge"
value = 2.96

[[capabilities]]
name = "Quality Control Analysis"
family = "transferable_skill"
value = 2.88

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

[[skills]]
name = "Industrial Control Software"
type = "Specialized Skill"

[[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 Word"
category = "Word processing software"
hot = true
inDemand = false

[[tools]]
example = "SAP software"
category = "Enterprise resource planning ERP software"
hot = true
inDemand = false

[[tools]]
example = "Automated inventory software"
category = "Inventory management software"
hot = false
inDemand = false

[[tools]]
example = "Computerized numerical control CNC software"
category = "Industrial control software"
hot = false
inDemand = false

[[workContext]]
name = "Wear Common Protective or Safety Equipment such as Safety Shoes, Glasses, Gloves, Hearing Protection, Hard Hats, or Life Jackets"
value = 4.93

[[workContext]]
name = "Importance of Being Exact or Accurate"
value = 4.7

[[workContext]]
name = "Spend Time Using Your Hands to Handle, Control, or Feel Objects, Tools, or Controls"
value = 4.4

[[workContext]]
name = "Face-to-Face Discussions with Individuals and Within Teams"
value = 4.39

[[workContext]]
name = "Time Pressure"
value = 4.32

[[workContext]]
name = "Work With or Contribute to a Work Group or Team"
value = 4.31

[[workContext]]
name = "Exposed to Sounds, Noise Levels that are Distracting or Uncomfortable"
value = 4.26

[[workContext]]
name = "Exposed to Contaminants"
value = 4.23

[[workContext]]
name = "Contact With Others"
value = 4.11

[[workContext]]
name = "Freedom to Make Decisions"
value = 4.06

[[workContext]]
name = "Exposed to Hazardous Equipment"
value = 4.03

[[workContext]]
name = "Determine Tasks, Priorities and Goals"
value = 4.03

[[workContext]]
name = "Spend Time Standing"
value = 3.92

[[workContext]]
name = "Impact of Decisions on Co-workers or Company Results"
value = 3.89

[[workContext]]
name = "Pace Determined by Speed of Equipment"
value = 3.87

[[workContext]]
name = "Indoors, Environmentally Controlled"
value = 3.84

[[workContext]]
name = "Coordinate or Lead Others in Accomplishing Work Activities"
value = 3.81

[[workContext]]
name = "Frequency of Decision Making"
value = 3.74

[[workContext]]
name = "Consequence of Error"
value = 3.65

[[workContext]]
name = "Health and Safety of Other Workers"
value = 3.55

[[workContext]]
name = "Importance of Repeating Same Tasks"
value = 3.41

[[workContext]]
name = "Work Outcomes and Results of Other Workers"
value = 3.4

[[workContext]]
name = "Spend Time Making Repetitive Motions"
value = 3.4

[[workContext]]
name = "Physical Proximity"
value = 3.24

[[workContext]]
name = "Spend Time Walking or Running"
value = 2.92

[[workContext]]
name = "E-Mail"
value = 2.91

[[workContext]]
name = "Spend Time Bending or Twisting Your Body"
value = 2.87

[[workContext]]
name = "Indoors, Not Environmentally Controlled"
value = 2.8

[[workContext]]
name = "Degree of Automation"
value = 2.67

[[workContext]]
name = "Exposed to Minor Burns, Cuts, Bites, or Stings"
value = 2.63

[[workContext]]
name = "Dealing With Unpleasant, Angry, or Discourteous People"
value = 2.58

[[workContext]]
name = "Telephone Conversations"
value = 2.5

[[workContext]]
name = "Level of Competition"
value = 2.42

[[workContext]]
name = "Exposed to Hazardous Conditions"
value = 2.4

[[workContext]]
name = "Deal With External Customers or the Public in General"
value = 2.39

[[workContext]]
name = "Conflict Situations"
value = 2.38

[[workContext]]
name = "Exposed to Extremely Bright or Inadequate Lighting Conditions"
value = 2.37

[[workContext]]
name = "Written Letters and Memos"
value = 2.21

[[workContext]]
name = "Exposed to Very Hot or Cold Temperatures"
value = 2.15

[[workContext]]
name = "Spend Time Sitting"
value = 2.11

[[personFit]]
name = "Realistic"
family = "career_interest_type"
value = 7

[[personFit]]
name = "Mechanics/Electronics"
family = "specific_interest_area"
value = 4.73

[[personFit]]
name = "Physical/Manual Labor"
family = "specific_interest_area"
value = 4.42

[[personFit]]
name = "Conventional"
family = "career_interest_type"
value = 4.27

[[personFit]]
name = "Engineering"
family = "specific_interest_area"
value = 3.79

[[personFit]]
name = "Investigative"
family = "career_interest_type"
value = 2.75

[[personFit]]
name = "Attention to Detail"
family = "work_style"
value = 2.53

[[personFit]]
name = "Dependability"
family = "work_style"
value = 2.19

[[personFit]]
name = "Mathematics/Statistics"
family = "specific_interest_area"
value = 1.82

[[personFit]]
name = "Cautiousness"
family = "work_style"
value = 1.82

[[personFit]]
name = "Transportation/Machine Operation"
family = "specific_interest_area"
value = 1.76

[[personFit]]
name = "Information Technology"
family = "specific_interest_area"
value = 1.56

[[personFit]]
name = "Construction/Woodwork"
family = "specific_interest_area"
value = 1.47

[[personFit]]
name = "Physical Science"
family = "specific_interest_area"
value = 1.31

[[personFit]]
name = "Management/Administration"
family = "specific_interest_area"
value = 1.23

[[personFit]]
name = "Accounting"
family = "specific_interest_area"
value = 1.2

[[relatedRoles]]
socCode = "51-4035.00"
slug = "role-51-4035-00"
title = "Milling and Planing Machine Setters, Operators, and Tenders, Metal and Plastic"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "51-4034.00"
slug = "role-51-4034-00"
title = "Lathe and Turning Machine Tool Setters, Operators, and Tenders, Metal and Plastic"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "51-7042.00"
slug = "role-51-7042-00"
title = "Woodworking Machine Setters, Operators, and Tenders, Except Sawing"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "51-4033.00"
slug = "role-51-4033-00"
title = "Grinding, Lapping, Polishing, and Buffing Machine Tool Setters, Operators, and Tenders, Metal and Plastic"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "51-4194.00"
slug = "role-51-4194-00"
title = "Tool Grinders, Filers, and Sharpeners"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "51-4031.00"
slug = "role-51-4031-00"
title = "Cutting, Punching, and Press Machine Setters, Operators, and Tenders, Metal and Plastic"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "51-4081.00"
slug = "role-51-4081-00"
title = "Multiple Machine Tool Setters, Operators, and Tenders, Metal and Plastic"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "51-4111.00"
slug = "role-51-4111-00"
title = "Tool and Die Makers"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "51-9022.00"
slug = "role-51-9022-00"
title = "Grinding and Polishing Workers, Hand"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "51-9161.00"
slug = "role-51-9161-00"
title = "Computer Numerically Controlled Tool Operators"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "51-4023.00"
slug = "role-51-4023-00"
title = "Rolling Machine Setters, Operators, and Tenders, Metal and Plastic"
tier = "Supplemental"

[[relatedRoles]]
socCode = "51-9032.00"
slug = "role-51-9032-00"
title = "Cutting and Slicing Machine Setters, Operators, and Tenders"
tier = "Supplemental"

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

[[studyPrograms]]
title = "Precision Production"
slug = "precision-production"

[[aiSignals]]
source = "frey_osborne"
label = "Computerization probability"
score = 0.94
scale = "0-1 probability"
release = "2013-baseline-2016-employment-snapshot"

[[aiSignals]]
source = "felten_aioe"
label = "AI occupational exposure"
score = -0.7598132
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_image_generation_aioe"
label = "Image generation occupational exposure"
score = -0.3924087
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_language_modeling_aioe"
label = "Language modeling occupational exposure"
score = -0.8868215
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"
