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Automation Risk Analysis

Will “Blacksmith Assistant” be Automated?

Historical Context: Oxford Study (2013)

Ranked #434 of 702. Estimated risk: 79.0%

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AI Exposure Risk

20%

“Blacksmith Assistant” 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 Assistant” 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

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

  • 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.

  • Diagnose electrical problems and install and rewire electrical components.

  • 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.

  • Order new parts to maintain inventory.

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

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

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

  • Prepare work stations for use by mechanics and repairers.

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles