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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

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

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

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

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

  • Perform mechanical overhauls and refrigerant reclaiming.

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

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

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

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

  • 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.

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

  • 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.

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

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

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

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

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

  • Supervise and instruct assistants.

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

  • 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.

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

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

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

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

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

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles