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Automation Risk Analysis

Will “Armature Winder Repair Helper” be Automated?

Historical Context: Oxford Study (2013)

Ranked #434 of 702. Estimated risk: 79.0%

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AI Exposure Risk

20%

“Armature Winder Repair 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%

“Armature Winder Repair 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

  • Diagnose electrical problems and install and rewire electrical components.

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

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

  • Order new parts to maintain inventory.

  • Prepare work stations for use by mechanics and repairers.

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

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

  • 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.

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

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

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

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles