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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

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

  • Rebuild parts, such as crankshafts and cylinder blocks.

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

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

  • Repair, reline, replace, and adjust brakes.

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

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

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

  • 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.

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

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

  • 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.

  • Maintain cleanliness of work area.

  • Tune automobile engines to ensure proper and efficient functioning.

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

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

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

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

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

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

  • 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.

  • Review work orders and discuss work with supervisors.

  • Rewire ignition systems, lights, and instrument panels.

  • Repair or rebuild transmissions.

  • Estimate costs of vehicle repair.

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

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

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

  • Align vehicles' front ends.

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

Technologies & Software

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

Alternative Job Titles