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Automation Risk Analysis

Will “Repair Armature Winder Helper” be Automated?

Historical Context: Oxford Study (2013)

Ranked #434 of 702. Estimated risk: 79.0%

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AI Exposure Risk

20%

“Repair Armature Winder 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%

“Repair Armature Winder 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.

  • Prepare work stations for use by mechanics and repairers.

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

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

  • 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.

  • Order new parts to maintain inventory.

  • 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.

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

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

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

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles