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Automation Risk Analysis

Will “Automotive Cooling System Diagnostic Technician (Auto Cooling System Diagnostic Tech)” be Automated?

Historical Context: Oxford Study (2013)

Ranked #330 of 702. Estimated risk: 59.0%

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AI Exposure Risk

39%

“Automotive Cooling System Diagnostic Technician (Auto Cooling System Diagnostic Tech)” 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 39% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

58%

“Automotive Cooling System Diagnostic Technician (Auto Cooling System Diagnostic Tech)” will maybe be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 58% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Automotive Service Technicians and Mechanics, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Diagnose, adjust, repair, or overhaul automotive vehicles.

Avg. Annual Salary $55,260
Avg. Hourly Wage $26.57
Available Jobs (US) 688,840
Job Title & Hierarchy Code (SOC) Automotive Service Technicians and Mechanics #49-3023
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Automotive Service Technicians and Mechanics”

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Core Skills & Abilities

  • Conduct visual inspections of compressed natural gas fuel systems to identify cracks, gouges, abrasions, discoloration, broken fibers, loose brackets, damaged gaskets, or other problems.

  • Repair or replace parts such as pistons, rods, gears, valves, and bearings.

  • Align wheels, axles, frames, torsion bars, and steering mechanisms of automobiles, using special alignment equipment and wheel-balancing machines.

  • Maintain cleanliness of work area.

  • Repair and service air conditioning, heating, engine cooling, and electrical systems.

  • Rewire ignition systems, lights, and instrument panels.

  • Troubleshoot fuel, ignition, and emissions control systems, using electronic testing equipment.

  • Install, adjust, or repair hydraulic or electromagnetic automatic lift mechanisms used to raise and lower automobile windows, seats, and tops.

  • Rebuild parts, such as crankshafts and cylinder blocks.

  • Plan work procedures, using charts, technical manuals, and experience.

  • Tear down, repair, and rebuild faulty assemblies, such as power systems, steering systems, and linkages.

  • Repair or rebuild transmissions.

  • Diagnose and replace or repair engine management systems or related sensors for flexible fuel vehicles (FFVs) with ignition timing, fuel rate, alcohol concentration, or air-to-fuel ratio malfunctions.

  • Overhaul or replace carburetors, blowers, generators, distributors, starters, and pumps.

  • Estimate costs of vehicle repair.

  • Repair, reline, replace, and adjust brakes.

  • Align vehicles' front ends.

  • Test drive vehicles and test components and systems, using equipment such as infrared engine analyzers, compression gauges, and computerized diagnostic devices.

  • Review work orders and discuss work with supervisors.

  • Test and adjust repaired systems to meet manufacturers' performance specifications.

  • Test electronic computer components in automobiles to ensure proper operation.

  • Tune automobile engines to ensure proper and efficient functioning.

  • Repair, replace, or adjust defective fuel injectors, carburetor parts, and gasoline filters.

  • Retrofit vehicle fuel systems with aftermarket products, such as vapor transfer devices, evaporation control devices, swirlers, lean burn devices, and friction reduction devices, to enhance combustion and fuel efficiency.

  • Confer with customers to obtain descriptions of vehicle problems and to discuss work to be performed and future repair requirements.

  • Inspect vehicles for damage and record findings so that necessary repairs can be made.

  • Disassemble units and inspect parts for wear, using micrometers, calipers, and gauges.

  • Follow checklists to ensure all important parts are examined, including belts, hoses, steering systems, spark plugs, brake and fuel systems, wheel bearings, and other potentially troublesome areas.

  • Change spark plugs, fuel filters, air filters, and batteries in hybrid electric vehicles.

  • Perform routine and scheduled maintenance services, such as oil changes, lubrications, and tune-ups.

Technologies & Software

  • Apple Safari
  • Nexiq Tech HDS Suite for Palm
  • Online service manual database software
  • ServiceMax AI
  • Microsoft Office software
  • Internet browser software
  • AutoZone ALLDATA
  • Database software
  • Vehicle management software
  • Uptake AI
  • CODA Engine Analysis System
  • Mitchell OnDemand5 Manager
  • Hunter WinAlign
  • Microsoft Word
  • Microsoft Edge
  • Genisys Fast Fixes
  • IBM Notes
  • SPX/OTC Genisys ConnecTech PC
  • Perplexity AI
  • Microsoft Excel
  • Scott Systems MaxxTraxx Pro
  • Technical manual database software
  • Mitchell Manager Invoicing System
  • Estimating software
  • Computer aided manufacturing CAM software
  • Snap-On ShopKey
  • Recordkeeping software
  • Microsoft Outlook
  • Mainsaver Asset Management
  • Augury (Predictive Maintenance)
  • Amcom AUTOS2000
  • Blue Streak Electronics Buell Diagnostic
  • Scheduling software
  • Alliance Automotive Shop Controller
  • Work order management software
  • YouTube
  • ChatGPT (OpenAI)
  • Microsoft Windows
  • SAP software
  • Mozilla Firefox
  • Needlenose pliers
  • Picks
  • Scrapers
  • Soft face hammers
  • Ultrasonic diagnostic kits
  • Test lights
  • Wheel weight hammers
  • Bench lathes
  • Timing lights
  • Workshop cranes
  • Internal retaining ring pliers
  • Battery jump starters
  • Refrigerant identifiers
  • Dwell meters
  • Diagonal cutting pliers
  • Buffers
  • Oil injectors
  • Plastic tip hammers
  • Power drills
  • Compression testers
  • Wheel alignment machines
  • Disc brake pad spreaders
  • High velocity low pressure HVLP spray guns
  • Open end wrenches
  • Ignition testers
  • Revolutions per minute RPM gauges
  • Mini circuit testers
  • Antifreeze recovery equipment
  • Air compressors
  • Brake bleeders
  • In-line ignition spark testers
  • Air hammers
  • Chain wrenches
  • Bearing pullers
  • Channel lock pliers
  • Magnetic pickup tools
  • Cylinder leakage testers
  • Laser printers
  • Stickleback rasps
  • Flare nut wrenches
  • Modular diagnostic information systems
  • Locking wrenches
  • Battery/alternator testers
  • Crescent wrenches
  • Brake line flaring tools
  • 5-gas emissions analyzers
  • Borescopes
  • Screwdrivers
  • Gear pullers
  • Grinding equipment
  • Anvils
  • Automotive on-board diagnostics scanners
  • Exhaust/tail pipe cutters
  • Awls
  • Angle drills
  • Refrigerant leak detectors
  • Engine oil pressure testers
  • Tongue and groove pliers
  • Shielded arc welding tools
  • Strobe wheel balancing systems for heavy vehicles
  • Bandsaws
  • Leak detecting diagnostic smoke machines
  • Battery hydrometers
  • Straight blade screwdrivers
  • Wire strippers
  • Impact guns
  • Dial gauges
  • Protective gloves
  • Radiator hose pinchoff pliers
  • Alternating current/direct current AC/DC inductive current clamps
  • Calipers
  • External snap ring pliers
  • Tubing benders
  • Engine stands
  • Dolly blocks
  • Diesel modulator shift testers
  • Pressure brake bleeders
  • Welding masks
  • Nibblers
  • Air wrenches
  • Paint sprayers
  • Alignment wrenches
  • Fuel pressure testers
  • Manifold gauge sets
  • Scribers
  • Coil testers
  • Tape measures
  • Scan tools
  • Utility knives
  • Spoons
  • Micrometers
  • Multimeters
  • Antenna socket sets
  • Torx keys
  • Remote starter switches
  • Metal inert gas MIG welders
  • Winches
  • Plasma cutters
  • Chain hoists
  • Sandblasters
  • Combination wrenches
  • Tire pressure gauges
  • Hammers
  • Alternator testers
  • Air chisels
  • Shears
  • Pneumatic orbital sanders
  • Razor knives
  • Wheel balancers
  • Reamers
  • Ammeters
  • Infrared digital thermometers
  • Slide hammers
  • Tubing cutters
  • Polishers
  • Graphing scanners
  • Power pullers
  • Feeler gauges
  • Diagnostic code readers
  • Hex keys
  • Hydraulic bleed tools
  • Brake cylinder hones
  • Oil pressure gauges
  • Rivet guns
  • Heat guns
  • Spark plug testers
  • Gas welding equipment
  • Single-cut mill saw files
  • Grease guns
  • Spark plug sockets
  • Punches
  • Mechanics' stethoscopes
  • Oscilloscopes
  • Leak detectors
  • Offset brake wrenches
  • Continuity testers
  • Two way radios
  • Brake shoe tools
  • Lug wrenches
  • Ratchets
  • Brake rotor hones
  • Clutch holding tools
  • Reciprocating saws
  • Filter wrenches
  • Circular saws
  • Ball joint separators
  • Battery load testers
  • Soldering irons
  • Ignition module testers
  • Clutch wrenches
  • Screw extractor sets
  • Portable exhaust analyzers
  • Cutting torches
  • Fuel injection cleaners
  • Laser levels
  • Hose cutters
  • Dent pullers
  • Oil filter wrenches
  • Pneumatic chassis lubriguns
  • Power washers
  • Flaring tools
  • Locking C-clamps
  • Personal computers
  • Torque wrenches
  • Drill bit sets
  • Torx screwdrivers
  • Anti-lock braking system ABS/air bag scan tools
  • Computerized engine analyzers
  • Engine cylinder hones
  • Flat files
  • Pry bars
  • Transmission jacks
  • Brake drum lathes
  • Voltmeters
  • Capacity testers
  • Cable cutters
  • Socket wrench sets
  • Hand pullers
  • Box end wrenches
  • Power grinders
  • Circuit testers
  • Dial indicators
  • Ohmmeters
  • Battery chargers
  • Vacuum pumps
  • Brake tools
  • Freon recovery equipment
  • Combustible gas detectors
  • Hoists
  • Oxygen sensors
  • Taper punches
  • Wire brushes
  • Pneumatic fluid evacuators
  • Phillips head screwdrivers
  • Insulated pliers
  • Workshop presses
  • Catalytic combustion analyzers
  • Smoke machines
  • Non-contact thermometers
  • Gear wrenches
  • Exhaust analyzers
  • Power saws
  • Gear puller tools
  • Allen wrenches
  • Steam cleaning equipment
  • Jack stands
  • Ball peen hammers
  • Laser photo tachometers
  • Tube cutters
  • Leak detection smoke machines
  • Computerized suspension analyzers
  • Strap wrenches
  • Impact wrenches
  • Gasket scrapers
  • Dynamometers
  • Tire changing machines
  • Auto scanners
  • Desktop computers
  • Socket wrenches
  • 5 pound sledge hammers
  • Valve seating equipment
  • Metal cutting taps
  • Clamp-on multimeters
  • Vises
  • Code readers
  • Safety glasses
  • Hacksaws
  • Hand clamps
  • Oxyacetylene welding equipment
  • Computerized scanners
  • Inspection mirrors
  • 3 pound sledge hammers
  • Bolt cutters
  • Air sanders
  • Combustion leak detectors
  • Safety shoes
  • Protective ear muffs
  • Metal cutting dies
  • Nut drivers
  • Pin punches
  • Steering wheel column pivot pin pullers
  • Hydraulic presses
  • Rotor/drum brake lathes
  • Frame racks
  • Handheld computer diagnostic equipment
  • Wire cutters
  • Long nose pliers
  • Infrared thermometers
  • Bore gauges
  • Locking jaw pliers
  • Pipe wrenches
  • Butterfly air wrenches
  • Air conditioner chargers
  • Ratcheting gear wrenches
  • Spot welding kits
  • Light emitting diode LED leak detector lights
  • Auto body dollies
  • Riveting tools
  • Adjustable wrenches
  • Shoe retaining spring tools
  • Electric drills
  • Combination pliers
  • Pneumatic drills
  • Claw hammers
  • Cold chisels
  • Jacks
  • Refrigerant gas analyzers
  • Compression analyzers
  • Ratcheting box wrenches
  • Pneumatic wrenches
  • Tachometers
  • Light emitting diode LED circuit testers
  • Front end alignment equipment
  • Air drills
  • Carbon scrapers
  • Brass hammers
  • Power sanders
  • Spark plug gapping tools
  • Forklifts
  • Drill presses
  • Center punches
  • 2-channel lab scopes
  • Deburring tools
  • Hydraulic shop presses
  • Dial calipers
  • Breaker bars
  • Vacuum gauges

Alternative Job Titles