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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

  • 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.

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

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

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

  • 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.

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

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

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

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

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

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

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

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

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

  • 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.

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

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

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

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

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

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

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

  • Perform mechanical overhauls and refrigerant reclaiming.

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

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

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

  • Supervise and instruct assistants.

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

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

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

Technologies & Software

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

Alternative Job Titles