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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

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

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

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

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

  • Review work orders and discuss work with supervisors.

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

  • 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.

  • Align vehicles' front ends.

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

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

  • Maintain cleanliness of work area.

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

  • 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.

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

  • Repair, reline, replace, and adjust brakes.

  • 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.

  • Estimate costs of vehicle repair.

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

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

  • Rebuild parts, such as crankshafts and cylinder blocks.

  • Tune automobile engines to ensure proper and efficient functioning.

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

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

  • Rewire ignition systems, lights, and instrument panels.

  • Repair or rebuild transmissions.

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

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

Technologies & Software

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

Alternative Job Titles