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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

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

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

  • Order new parts to maintain inventory.

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

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

  • Prepare work stations for use by mechanics and repairers.

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

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

  • 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.

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

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

  • 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.

  • 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.

Technologies & Software

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

Alternative Job Titles