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Automation Risk Analysis

Will “Mill Maintenance Repairer Helper” be Automated?

Historical Context: Oxford Study (2013)

Ranked #434 of 702. Estimated risk: 79.0%

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AI Exposure Risk

20%

“Mill Maintenance Repairer 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%

“Mill Maintenance Repairer 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

  • Prepare work stations for use by mechanics and repairers.

  • Diagnose electrical problems and install and rewire electrical components.

  • 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.

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

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

  • 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.

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

  • Order new parts to maintain inventory.

  • 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.

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

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

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

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

Technologies & Software

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

Alternative Job Titles