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Automation Risk Analysis

Will “Millwright Helper” be Automated?

Historical Context: Oxford Study (2013)

Ranked #434 of 702. Estimated risk: 79.0%

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AI Exposure Risk

20%

“Millwright Helper” will almost certainly not be replaced by AI.

Based on the cognitive demands, communication requirements, and logical reasoning intrinsic to this occupation according to O*NET data, we project a 20% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

54%

“Millwright Helper” will maybe be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 54% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Helpers--Installation, Maintenance, and Repair Workers, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Help installation, maintenance, and repair workers in maintenance, parts replacement, and repair of vehicles, industrial machinery, and electrical and electronic equipment. Perform duties such as furnishing tools, materials, and supplies to other workers; cleaning work area, machines, and tools; and holding materials or tools for other workers.

Avg. Annual Salary $40,750
Avg. Hourly Wage $19.59
Available Jobs (US) 97,540
Job Title & Hierarchy Code (SOC) Helpers--Installation, Maintenance, and Repair Workers #49-9098
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Helpers--Installation, Maintenance, and Repair Workers”

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Related Occupations & Automation Risk

Maintenance and Repair Workers, General

AI Risk 56%
Robot Risk 61%

First-Line Supervisors of Mechanics, Installers, and Repairers

AI Risk 55%
Robot Risk 51%

Control and Valve Installers and Repairers, Except Mechanical Door

AI Risk 55%
Robot Risk 57%

Electrical and Electronics Repairers, Commercial and Industrial Equipment

AI Risk 53%
Robot Risk 55%

Telecommunications Equipment Installers and Repairers, Except Line Installers

AI Risk 52%
Robot Risk 50%

Computer, Automated Teller, and Office Machine Repairers

AI Risk 52%
Robot Risk 48%

Core Skills & Abilities

  • Tend and observe equipment and machinery to verify efficient and safe operation.

  • Adjust, connect, or disconnect wiring, piping, tubing, and other parts, using hand or power tools.

  • Install or replace machinery, equipment, and new or replacement parts and instruments, using hand or power tools.

  • Adjust, maintain, and repair tools, equipment, and machines, and assist more skilled workers with similar tasks.

  • Design, weld, and fabricate parts, using blueprints or other mechanical plans.

  • Examine and test machinery, equipment, components, and parts for defects to ensure proper functioning.

  • Clean or lubricate vehicles, machinery, equipment, instruments, tools, work areas, and other objects, using hand tools, power tools, and cleaning equipment.

  • Order new parts to maintain inventory.

  • Disassemble broken or defective equipment to facilitate repair and reassemble equipment when repairs are complete.

  • Hold or supply tools, parts, equipment, and supplies for other workers.

  • Apply protective materials to equipment, components, and parts to prevent defects and corrosion.

  • Position vehicles, machinery, equipment, physical structures, and other objects for assembly or installation, using hand tools, power tools, and moving equipment.

  • Assemble and maintain physical structures, using hand or power tools.

  • Prepare work stations for use by mechanics and repairers.

  • Diagnose electrical problems and install and rewire electrical components.

  • Transfer tools, parts, equipment, and supplies to and from work stations and other areas.

Technologies & Software

  • Microsoft PowerPoint
  • Building automation software
  • Augury (Predictive Maintenance)
  • Spreadsheet software
  • Microsoft Word
  • Microsoft Outlook
  • Computer aided design CAD software
  • Uptake AI
  • ChatGPT (OpenAI)
  • Microsoft Excel
  • SAP software
  • ServiceMax AI
  • Perplexity AI
  • Word processing software
  • Atlas Construction Business Forms
  • Microsoft Windows
  • Microsoft Office software
  • Facility energy management software
  • Data logging software
  • HVAC tools software
  • Claw hammers
  • Torpedo levels
  • Dollies
  • Automatic levels
  • Ladders
  • Pneumatic hammers
  • Power grinders
  • Ball peen hammers
  • Carpenters' levels
  • Sandblasters
  • Adjustable wrenches
  • Pneumatic drills
  • Grease guns
  • Carpenter levels
  • Backhoes
  • Torque wrenches
  • Power drills
  • Scaffolding
  • Utility knives
  • Power sanders
  • Jackhammers
  • Hi-los
  • Pipe wrenches
  • Chain hoists
  • Personal computers
  • Mallets
  • Paint application brushes
  • Hand trucks
  • Skip loaders
  • Portable welding equipment
  • Bucket trucks
  • Power nailers
  • Wire strippers
  • Air compressors
  • Locking pliers
  • Power chippers
  • Pipe threading machines
  • Drill presses
  • Air chisels
  • Saber saws
  • Computerized meter readers
  • Pipe cutters
  • Forklifts
  • Straight screwdrivers
  • Steam cleaning equipment
  • Face masks
  • Safety gloves
  • Phillips head screwdrivers
  • Tube crimping tools
  • Notebook computers
  • Open end wrenches
  • Bosun chairs
  • Wire cutters
  • Vacuum pumps
  • Paint application rollers
  • Combination wrenches
  • Needlenose pliers
  • Reciprocating saws
  • Sledgehammers
  • Power hoists
  • Caulking guns
  • Safety goggles
  • Ratchets
  • Power saws
  • Circular saws
  • Overhead cranes
  • Front end loaders
  • Box end wrenches
  • Boom trucks

Alternative Job Titles