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Automation Risk Analysis

Will “Blacksmith Helper” be Automated?

Historical Context: Oxford Study (2013)

Ranked #434 of 702. Estimated risk: 79.0%

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AI Exposure Risk

20%

“Blacksmith 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%

“Blacksmith 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.

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

  • Order new parts to maintain inventory.

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

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

  • 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.

  • 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.

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

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

  • Diagnose electrical problems and install and rewire electrical components.

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

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

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

Technologies & Software

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

Alternative Job Titles