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Automation Risk Analysis

Will “Frame Straightener” be Automated?

Historical Context: Oxford Study (2013)

Ranked #435 of 702. Estimated risk: 79.0%

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AI Exposure Risk

44%

“Frame Straightener” 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 44% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

60%

“Frame Straightener” will maybe be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 60% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Motorcycle Mechanics, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Diagnose, adjust, repair, or overhaul motorcycles, scooters, mopeds, dirt bikes, or similar motorized vehicles.

Avg. Annual Salary $49,650
Avg. Hourly Wage $23.87
Available Jobs (US) 14,010
Job Title & Hierarchy Code (SOC) Motorcycle Mechanics #49-3052
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Motorcycle Mechanics”

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Related Occupations & Automation Risk

Maintenance and Repair Workers, General

AI Risk 56%
Robot Risk 61%

First-Line Supervisors of Mechanics, Installers, and Repairers

AI Risk 55%
Robot Risk 51%

Control and Valve Installers and Repairers, Except Mechanical Door

AI Risk 55%
Robot Risk 57%

Electrical and Electronics Repairers, Commercial and Industrial Equipment

AI Risk 53%
Robot Risk 55%

Telecommunications Equipment Installers and Repairers, Except Line Installers

AI Risk 52%
Robot Risk 50%

Computer, Automated Teller, and Office Machine Repairers

AI Risk 52%
Robot Risk 48%

Core Skills & Abilities

  • Connect test panels to engines and measure generator output, ignition timing, or other engine performance indicators.

  • Reassemble frames and reinstall engines after repairs.

  • Mount, balance, change, or check condition or pressure of tires.

  • Reassemble and test subassembly units.

  • Hammer out dents and bends in frames and weld tears and breaks.

  • Repair or adjust motorcycle subassemblies, such as forks, transmissions, brakes, or drive chains, according to specifications.

  • Remove cylinder heads and grind valves to scrape off carbon and replace defective valves, pistons, cylinders, or rings, using hand and power tools.

  • Replace defective parts, using hand tools, arbor presses, flexible power presses, or power tools.

  • Listen to engines, examine vehicle frames, or confer with customers to determine nature and extent of malfunction or damage.

  • Dismantle engines and repair or replace defective parts, such as magnetos, carburetors, or generators.

  • Disassemble subassembly units and examine condition, movement, or alignment of parts, visually or using gauges.

  • Install motorcycle accessories.

  • Repair or replace other parts, such as headlights, horns, handlebar controls, gasoline or oil tanks, starters, or mufflers.

Technologies & Software

  • Facebook
  • Santa Maria Software Counterman Pro
  • AbbottSoft QuickFix
  • Microsoft Word
  • Inventory tracking software
  • Microsoft Excel
  • DealerTrax ShopOrder
  • Microsoft Office software
  • ChatGPT (OpenAI)
  • Augury (Predictive Maintenance)
  • TRACKUM Repair Manager
  • Perplexity AI
  • LightSpeed Cloud
  • ServiceMax AI
  • Uptake AI
  • Apple iOS
  • Tread depth gauges
  • Oil extractors
  • Socket extensions
  • Steering race presses
  • Crankcase splitters
  • Torx bits
  • Swingarm stands
  • Metal inert gas MIG welders
  • Tire spreaders
  • Head surfacing machines
  • Neck bearing adjusters
  • Motorcycle compression gauges
  • Oil level gauges
  • Socket wrench sets
  • Tungsten inert gas TIG welders
  • Tire balancers
  • Flywheel pullers
  • Spark plug gap testers
  • Engine degree wheels
  • Ultrasonic parts cleaners
  • Carburetor synchronizers
  • Seal removers
  • Cable lubers
  • Twisting pliers
  • Hydraulic vehicle lifts
  • Magnetic bit holders
  • Ratchet sets
  • Motorcycle valve refacers
  • Brake cylinder hones
  • Front end stands
  • Oil filter wrenches
  • Dynamometers
  • Spark plug sockets
  • Socket adapters
  • Valve spring compressors
  • Clutch hub spanners
  • Oil seal pullers
  • Impact drivers
  • Valve stem inserters
  • Sportbike lifting arms
  • Hex bits
  • Automatic part cleaners
  • Digital multimeters
  • Fork cap removers
  • Phillips bits
  • Timing test lights
  • Wire crimp pliers
  • Timing cover plug wrenches
  • Electrical diagnostic tools
  • Ratcheting wrenches
  • Engine exhaust analyzers
  • Fork seal drivers
  • Angled air chucks
  • Spring hook tool sets
  • O-ring pullers
  • Battery cable wrenches
  • Spoke wrenches
  • Automatic cylinder hones
  • Chain breakers
  • Bubble balancers
  • Small slotted bits
  • Arbor presses
  • Drag link sockets
  • Socket drivers
  • Crate lifts
  • Clutch pullers
  • Motorcycle cylinder bores
  • Lift-arm jacks
  • Decibel meters
  • Riveters
  • Bushing pullers
  • Spray washers
  • Motorcycle chain breakers
  • Clamp meters
  • Air lifts
  • Nylon brushes
  • Wheel balancers
  • Electronic torque wrenches
  • Equipment dollies
  • Carburetor diagnostic tools
  • Dirt bike lifts stands
  • Flow benches
  • Clutch holders
  • Large slotted bits
  • Sliding T-handles
  • Shock absorber wrenches
  • Safety wire pliers
  • Lock ring tools
  • Rocket arm reamers
  • Snap-ring pliers
  • Peak voltage testers
  • Tire changers
  • Cycle docks
  • Oil fillers
  • Adjustable hand wrenches

Alternative Job Titles