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Automation Risk Analysis

Will “Alternative Fuel Vehicle Repair Technician (AFV Repair Tech)” be Automated?

Historical Context: Oxford Study (2013)

Ranked #330 of 702. Estimated risk: 59.0%

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AI Exposure Risk

39%

“Alternative Fuel Vehicle Repair Technician (AFV Repair 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%

“Alternative Fuel Vehicle Repair Technician (AFV Repair 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, reline, replace, and adjust brakes.

  • Tune automobile engines to ensure proper and efficient functioning.

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

  • Maintain cleanliness of work area.

  • 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.

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

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

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

  • 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.

  • Repair or rebuild transmissions.

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

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

  • Rewire ignition systems, lights, and instrument panels.

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

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

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

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

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

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

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

  • Estimate costs of vehicle repair.

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

  • 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.

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

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

  • 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.

  • Rebuild parts, such as crankshafts and cylinder blocks.

  • Review work orders and discuss work with supervisors.

  • Align vehicles' front ends.

Technologies & Software

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

Alternative Job Titles