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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

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

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

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

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

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

  • Diagnose electrical problems and install and rewire electrical components.

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

  • 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.

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

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

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

  • Order new parts to maintain inventory.

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

  • Prepare work stations for use by mechanics and repairers.

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

Technologies & Software

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

Alternative Job Titles