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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

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

  • Rewire ignition systems, lights, and instrument panels.

  • Review work orders and discuss work with supervisors.

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

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

  • Estimate costs of vehicle repair.

  • Repair or rebuild transmissions.

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

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

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

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

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

  • 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.

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

  • Rebuild parts, such as crankshafts and cylinder blocks.

  • Repair, reline, replace, and adjust brakes.

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

  • Maintain cleanliness of work area.

  • Align vehicles' front ends.

  • 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.

  • Tune automobile engines to ensure proper and efficient functioning.

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

  • 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 electronic computer components in automobiles to ensure proper operation.

  • 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.

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles