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Automation Risk Analysis

Will “Commercial Refrigeration Service Tech (Commercial Refrigeration Service Technician)” be Automated?

Historical Context: Oxford Study (2013)

Ranked #362 of 702. Estimated risk: 65.0%

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AI Exposure Risk

37%

“Commercial Refrigeration Service Tech (Commercial Refrigeration Service Technician)” will probably 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 37% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

54%

“Commercial Refrigeration Service Tech (Commercial Refrigeration Service Technician)” 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 Heating, Air Conditioning, and Refrigeration Mechanics and Installers, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Install or repair heating, central air conditioning, HVAC, or refrigeration systems, including oil burners, hot-air furnaces, and heating stoves.

Avg. Annual Salary $62,690
Avg. Hourly Wage $30.14
Available Jobs (US) 396,870
Job Title & Hierarchy Code (SOC) Heating, Air Conditioning, and Refrigeration Mechanics and Installers #49-9021
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Heating, Air Conditioning, and Refrigeration Mechanics and Installers”

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Core Skills & Abilities

  • Lay out reference points for installation of structural and functional components, using measuring instruments.

  • Inspect and test systems to verify system compliance with plans and specifications or to detect and locate malfunctions.

  • Install expansion and control valves, using acetylene torches and wrenches.

  • Lift and align components into position, using hoist or block and tackle.

  • Connect heating or air conditioning equipment to fuel, water, or refrigerant source to form complete circuit.

  • Record and report time, materials, faults, deficiencies, or other unusual occurrences on work orders.

  • Mount compressor, condenser, and other components in specified locations on frames, using hand tools and acetylene welding equipment.

  • Perform mechanical overhauls and refrigerant reclaiming.

  • Supervise and instruct assistants.

  • Install, connect, or adjust thermostats, humidistats, or timers.

  • Measure, cut, thread, or bend pipe or tubing, using pipe fitter's tools.

  • Discuss heating or cooling system malfunctions with users to isolate problems or to verify that repairs corrected malfunctions.

  • Recommend, develop, or perform preventive or general maintenance procedures, such as cleaning, power-washing, or vacuuming equipment, oiling parts, or changing filters.

  • Schedule work with customers and initiate work orders, house requisitions, and orders from stock.

  • Repair or replace defective equipment, components, or wiring.

  • Braze or solder parts to repair defective joints and leaks.

  • Install auxiliary components to heating or cooling equipment, such as expansion or discharge valves, air ducts, pipes, blowers, dampers, flues, or stokers.

  • Install or repair air purification systems, such as specialized filters or ultraviolet (UV) light purification systems.

  • Comply with all applicable standards, policies, or procedures, such as safety procedures or the maintenance of a clean work area.

  • Test electrical circuits or components for continuity, using electrical test equipment.

  • Repair or service heating, ventilating, and air conditioning (HVAC) systems to improve efficiency, such as by changing filters, cleaning ducts, and refilling non-toxic refrigerants.

  • Cut or drill holes in floors, walls, or roof to install equipment, using power saws or drills.

  • Install or repair self-contained ground source heat pumps or hybrid ground or air source heat pumps to minimize carbon-based energy consumption and reduce carbon emissions.

  • Install dehumidifiers or related equipment for spaces that require cool, dry air to operate efficiently, such as computer rooms.

  • Estimate, order, pick up, deliver, and install materials and supplies needed to maintain equipment in good working condition.

  • Adjust system controls to settings recommended by manufacturer to balance system.

  • Lay out and connect electrical wiring between controls and equipment, according to wiring diagrams, using electrician's hand tools.

  • Study blueprints, design specifications, or manufacturers' recommendations to ascertain the configuration of heating or cooling equipment components and to ensure the proper installation of components.

  • Keep records of repairs and replacements made and causes of malfunctions.

  • Test pipes, lines, components, and connections for leaks.

Technologies & Software

  • Perplexity AI
  • Delta Controls inteliWEB
  • SAP software
  • ServiceMax AI
  • Autodesk AutoCAD
  • Facility energy management software
  • Microsoft Exchange
  • Alerton Ascent Compass
  • Microsoft Word
  • Adobe Acrobat
  • Siemens APOGEE Building Automation Software
  • Microsoft Outlook
  • Augury (Predictive Maintenance)
  • Contact management systems
  • Uptake AI
  • Atlas Construction Business Forms
  • Microsoft Excel
  • Graphics software
  • IBM Notes
  • Cworks CMMS
  • HVAC tools software
  • Database software
  • ManagerPlus
  • ChatGPT (OpenAI)
  • Johnson Controls Metasys
  • Building automation software
  • Internet browser software
  • Computer aided design CAD software
  • Honeywell WEBs-N4
  • Computerized maintenance management system CMMS
  • Microsoft Office software
  • Data logging software
  • IBM Maximo Asset Management
  • Microsoft PowerPoint
  • Spreadsheet software
  • Volt-ohm meters VOM
  • Adjustable wrenches
  • Claw hammers
  • Transfer pumps
  • Hand hacksaws
  • Slotted screwdrivers
  • Capacitor analyzers
  • Pipe threaders
  • Smoke testers
  • Compound gauges
  • Transit levels
  • Carbon dioxide CO2 testers
  • Tongs
  • Soft face hammers
  • Duct slicers
  • Chalk lines
  • Torque wrenches
  • Adjustable widemouth pliers
  • Oxygen testers
  • Flared tip screwdrivers
  • Hacksaws
  • Bolt cutters
  • Pipe dies
  • Strobe tachometers
  • Humidity sensors
  • Watt transducers
  • Diagonal cutting pliers
  • Insulation knives
  • Vibration analyis equipment
  • Drill presses
  • Voltage simulators
  • Thermocouple testers
  • Fish tapes
  • Utility knives
  • Power washers
  • Resistance meters
  • Gas pressure gauges
  • Vacuum gauges
  • Carbon monoxide evaluators
  • Wet bulb/dew point meters
  • Telescoping boom trucks
  • Differential pressure detectors
  • Caulking guns
  • Personal computers
  • Water temperature gauges
  • Duct knives
  • Long nose pliers
  • Bourdon tubes
  • Magnehelic gauges
  • Image scanners
  • Manometers
  • Programmable logic controllers PLC
  • Two way radios
  • Charging manifolds
  • Electrical frequency indicators
  • Contaminant content tests
  • Service manifold sets
  • Dataloggers
  • Multimeters
  • Shackles
  • Litmus papers
  • Revolutions per minute RPM meters
  • Non-contact surface temperature heads
  • Duct vacuums
  • Material alignment jigs
  • Box cutters
  • Computer diagnostic devices
  • Cold chisels
  • Psychrometers
  • Tubing benders
  • Smoke pens
  • Phase rotation meters
  • Knockout punches
  • Staging equipment
  • Dial indicators
  • Nut drivers
  • Smoke detector canisters
  • Autoranging meters
  • Allen wrenches
  • Laser printers
  • Water pressure gauges
  • Decibel meters
  • Hand seamers
  • Lug crimping tool dies
  • Power saws
  • Recovery and recycle units
  • Megohmmeters
  • Cordless drills
  • Receptacle testers
  • Venturi meters
  • Portable drills
  • Bandsaws
  • Micrometers
  • Milliohm meters
  • Side cutting pliers
  • Desktop computers
  • Soldering guns
  • Milliammeters
  • Wire brushes
  • Pipe cutters
  • Valve wrenches
  • Air volume test equipment
  • Flowmeters
  • Reamers
  • Combustible gas leak detectors
  • Punches
  • Capacitance testers
  • Brazing equipment
  • Safety goggles
  • Air flow sensors
  • Black lights
  • Scale rules
  • Plotters
  • Refrigerant pressure meters
  • pH meters
  • Belt tension indicators
  • Ladders
  • Infrared thermometers
  • Vacuum pumps
  • Pipe benders
  • Caulking equipment
  • Non-contact voltage detectors
  • Scaffolding
  • Temperature/humidity testers
  • Milliamp/microamp meters
  • Levels
  • Metal snips
  • Glue guns
  • Electrical current meters
  • Hole saws
  • Charging cylinders
  • Respirators
  • Forklifts
  • Chart recorders
  • Velometers
  • Tachometers
  • Pipe clamp thermocouples
  • Socket wrench sets
  • Refrigerant recovery machines
  • Water testers
  • Reclaiming equipment
  • Alternating current AC line splitters
  • Hand drills
  • Laser levels
  • Spectrometers
  • Clamp-on multimeters
  • Power hacksaws
  • Air compressors
  • Squares
  • Grease guns
  • Anemometers
  • Precision levels
  • Groove pliers
  • Power grinders
  • Pneumatic air gauges
  • Hand trucks
  • Refrigerant vacuum pumps
  • Oil guns
  • Water flow meters
  • High-voltage probes
  • Duplex pressure gauges
  • Jig saws
  • Awls
  • Labeling machines
  • Swaging tools
  • Phillips head screwdrivers
  • Reciprocating saws
  • Pressure gauges
  • Micron gauges
  • Slings
  • Open end wrenches
  • Straightedges
  • Temperature gauges
  • Tin snips
  • Soldering equipment
  • Wire cutters
  • Circuit tracers
  • Hoists
  • Platform lifts
  • Combustion analyzers
  • Refrigerant oil pumps
  • Pressure simulators
  • Electric drills
  • Thermocouples
  • Laptop computers
  • Wire strippers
  • Safety glasses
  • Staging winches
  • Air velocity meters
  • Voltmeters
  • Moisture meters
  • Ohmmeters
  • Tape measures
  • Scrapers
  • Riggings
  • Hygrosticks
  • Pitot tubes
  • Hammers
  • Portable refractometers
  • Tap sets
  • Sheet metal crimpers
  • Hand sprayers
  • 4-wire resistance sensors
  • Feeler gauges
  • Mechanical stethoscopes
  • Power drills
  • Drill bit sets
  • Strap wrenches
  • Circular saws
  • Humidity simulators
  • Fall arrest lines
  • Tube cutters
  • Bead type thermocouples
  • Circuit analyzers
  • Water level meters
  • Carbon monoxide detectors
  • Vernier calipers
  • Soldering irons
  • Potentiometers
  • Ammeters
  • Pullers
  • Industrial vacuums
  • Resistance temperature detectors
  • Conduit benders
  • Safety belts
  • Fin combs
  • Shears
  • Heating ventilation and air-conditioning/refrigeration HVAC/R clamp meters
  • Welding hoods
  • Flaring tools
  • Hex wrenches
  • Turbine flow meters
  • Safety harnesses
  • Scribers
  • Handheld thermometers
  • Current simulators
  • Screwdrivers
  • Wattmeters
  • Pipe reamers
  • Crowbars
  • Pipe wrenches
  • Tinners hammers
  • Draft gauges
  • Calipers
  • Hold down clamps
  • Water levels
  • Inspection mirrors
  • Infrared thermography cameras and display units
  • Temperature simulators
  • Screw extractor sets
  • Ground fault circuit interrupter GFCI testers
  • Magnetic pickup tools
  • Hot wire anemometers
  • Air flow hoods
  • Jacks
  • Refrigerant leak detectors
  • Acetylene torches
  • Rulers
  • Bubble levels

Alternative Job Titles