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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

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

  • 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.

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

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

  • Diagnose electrical problems and install and rewire electrical components.

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

  • Order new parts to maintain inventory.

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

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

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

  • Prepare work stations for use by mechanics and repairers.

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

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

  • 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.

Technologies & Software

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

Alternative Job Titles