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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

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

  • 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.

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

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

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

  • 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.

  • 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.

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

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

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

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

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

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

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

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

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

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

  • 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.

  • Supervise and instruct assistants.

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

  • Perform mechanical overhauls and refrigerant reclaiming.

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles