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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

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

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

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

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

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

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

  • Diagnose electrical problems and install and rewire electrical components.

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

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

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

  • Prepare work stations for use by mechanics and repairers.

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

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

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

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

  • Order new parts to maintain inventory.

Technologies & Software

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

Alternative Job Titles