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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

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

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

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

  • Diagnose electrical problems and install and rewire electrical components.

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

  • Order new parts to maintain inventory.

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

  • Assemble and maintain physical structures, 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.

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

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

  • 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.

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

  • Prepare work stations for use by mechanics and repairers.

Technologies & Software

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

Alternative Job Titles