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Automation Risk Analysis

Will “Tractor Mechanic Helper” be Automated?

Historical Context: Oxford Study (2013)

Ranked #434 of 702. Estimated risk: 79.0%

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AI Exposure Risk

20%

“Tractor Mechanic 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%

“Tractor Mechanic 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

  • 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.

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

  • Diagnose electrical problems and install and rewire electrical components.

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

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

  • 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.

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

  • Order new parts to maintain inventory.

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

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

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

  • Prepare work stations for use by mechanics and repairers.

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

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

Technologies & Software

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

Alternative Job Titles