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Automation Risk Analysis

Will “Sewing Machine 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%

“Sewing Machine 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%

“Sewing Machine 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

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

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

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

  • Order new parts to maintain inventory.

  • 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.

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

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

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

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

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

  • Diagnose electrical problems and install and rewire electrical components.

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

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

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

Technologies & Software

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

Alternative Job Titles