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Automation Risk Analysis

Will “Alternative Fuel Vehicle Maintenance Technician (AFV Maintenance 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 Maintenance Technician (AFV Maintenance 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 Maintenance Technician (AFV Maintenance 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

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

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

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

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

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

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

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

  • Review work orders and discuss work with supervisors.

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

  • 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.

  • 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.

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

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

  • Repair or rebuild transmissions.

  • Align vehicles' front ends.

  • Rebuild parts, such as crankshafts and cylinder blocks.

  • Repair, reline, replace, and adjust brakes.

  • Maintain cleanliness of work area.

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

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

  • Rewire ignition systems, lights, and instrument panels.

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

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

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

  • Tune automobile engines to ensure proper and efficient functioning.

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

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

  • Estimate costs of vehicle repair.

Technologies & Software

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

Alternative Job Titles