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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

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

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

  • Estimate costs of vehicle repair.

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

  • 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.

  • Repair, reline, replace, and adjust brakes.

  • Rewire ignition systems, lights, and instrument panels.

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

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

  • Tune automobile engines to ensure proper and efficient functioning.

  • Review work orders and discuss work with supervisors.

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

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

  • Maintain cleanliness of work area.

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

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

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

  • Rebuild parts, such as crankshafts and cylinder blocks.

  • 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.

  • Repair or rebuild transmissions.

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

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

  • Align vehicles' front ends.

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

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

  • 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.

  • 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.

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

Technologies & Software

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

Alternative Job Titles