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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

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

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

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

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

  • Supervise and instruct assistants.

  • 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.

  • 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.

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

  • Perform mechanical overhauls and refrigerant reclaiming.

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

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

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

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

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

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

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

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

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

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

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

  • 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.

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

  • 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.

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

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

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

  • 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.

Technologies & Software

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

Alternative Job Titles