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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

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

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

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

  • 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.

  • Supervise and instruct assistants.

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

  • 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.

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

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

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

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

  • 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.

  • 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.

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

  • 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.

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

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

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

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

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

  • 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.

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

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

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

  • Perform mechanical overhauls and refrigerant reclaiming.

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

Technologies & Software

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

Alternative Job Titles