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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

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

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

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

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

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

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

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

  • Diagnose electrical problems and install and rewire electrical components.

  • Order new parts to maintain inventory.

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

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

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

  • Prepare work stations for use by mechanics and repairers.

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

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

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

Technologies & Software

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

Alternative Job Titles