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Automation Risk Analysis

Will “Automotive Fuel Systems Converter (Auto Fuel Systems Converter)” be Automated?

Historical Context: Oxford Study (2013)

Ranked #330 of 702. Estimated risk: 59.0%

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AI Exposure Risk

39%

“Automotive Fuel Systems Converter (Auto Fuel Systems Converter)” 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 Fuel Systems Converter (Auto Fuel Systems Converter)” 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

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

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

  • 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.

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

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

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

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

  • Align vehicles' front ends.

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

  • 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.

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

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

  • 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.

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

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

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

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

  • Maintain cleanliness of work area.

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

  • Review work orders and discuss work with supervisors.

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

  • Rewire ignition systems, lights, and instrument panels.

  • Repair or rebuild transmissions.

  • Estimate costs of vehicle repair.

  • Tune automobile engines to ensure proper and efficient functioning.

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

  • Repair, reline, replace, and adjust brakes.

  • Rebuild parts, such as crankshafts and cylinder blocks.

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

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

Technologies & Software

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

Alternative Job Titles