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Automation Risk Analysis

Will “Refrigeration Mechanic Helper” be Automated?

Historical Context: Oxford Study (2013)

Ranked #434 of 702. Estimated risk: 79.0%

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AI Exposure Risk

20%

“Refrigeration Mechanic 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%

“Refrigeration Mechanic 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.

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

  • 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.

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

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

  • Order new parts to maintain inventory.

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

  • Prepare work stations for use by mechanics and repairers.

  • Diagnose electrical problems and install and rewire electrical components.

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

  • 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.

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

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

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

Technologies & Software

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

Alternative Job Titles