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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

  • Repair or rebuild transmissions.

  • Align vehicles' front ends.

  • Tune automobile engines to ensure proper and efficient functioning.

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

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

  • Rebuild parts, such as crankshafts and cylinder blocks.

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

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

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

  • Review work orders and discuss work with supervisors.

  • Maintain cleanliness of work area.

  • 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.

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

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

  • Estimate costs of vehicle repair.

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

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

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

  • 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.

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

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

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

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

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

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

  • Repair, reline, replace, and adjust brakes.

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

  • Rewire ignition systems, lights, and instrument panels.

  • 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.

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

Technologies & Software

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

Alternative Job Titles