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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

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

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

  • Order new parts to maintain inventory.

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

  • Prepare work stations for use by mechanics and repairers.

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

  • 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.

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

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

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

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

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

  • Diagnose electrical problems and install and rewire electrical components.

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

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

Technologies & Software

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

Alternative Job Titles