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Automation Risk Analysis

Will “Streetcar 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%

“Streetcar 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%

“Streetcar 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

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

  • 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.

  • 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.

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

  • Prepare work stations for use by mechanics and repairers.

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

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

  • Diagnose electrical problems and install and rewire electrical components.

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

  • Order new parts to maintain inventory.

  • 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.

  • 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.

Technologies & Software

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

Alternative Job Titles