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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

  • 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.

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

  • Adjust, connect, or disconnect wiring, piping, tubing, and other parts, 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.

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

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

  • Diagnose electrical problems and install and rewire electrical components.

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles