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Automation Risk Analysis

Will “Garden Machinery Mechanic” be Automated?

Historical Context: Oxford Study (2013)

Ranked #578 of 702. Estimated risk: 93.0%

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AI Exposure Risk

44%

“Garden Machinery Mechanic” 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

50%

“Garden Machinery Mechanic” will maybe be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 50% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Outdoor Power Equipment and Other Small Engine Mechanics, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Diagnose, adjust, repair, or overhaul small engines used to power lawn mowers, chain saws, recreational sporting equipment, and related equipment.

Avg. Annual Salary $48,200
Avg. Hourly Wage $23.18
Available Jobs (US) 34,240
Job Title & Hierarchy Code (SOC) Outdoor Power Equipment and Other Small Engine Mechanics #49-3053
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Outdoor Power Equipment and Other Small Engine 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

  • Test and inspect engines to determine malfunctions, to locate missing and broken parts, and to verify repairs, using diagnostic instruments.

  • Replace motors.

  • Record repairs made, time spent, and parts used.

  • Sell parts and equipment.

  • Reassemble engines after repair or maintenance work is complete.

  • Dismantle engines, using hand tools, and examine parts for defects.

  • Perform routine maintenance such as cleaning and oiling parts, honing cylinders, and tuning ignition systems.

  • Adjust points, valves, carburetors, distributors, and spark plug gaps, using feeler gauges.

  • Repair or replace defective parts such as magnetos, water pumps, gears, pistons, and carburetors, using hand tools.

  • Show customers how to maintain equipment.

  • Obtain problem descriptions from customers, and prepare cost estimates for repairs.

  • Repair and maintain gasoline engines used to power equipment such as portable saws, lawn mowers, generators, and compressors.

  • Remove engines from equipment, and position and bolt engines to repair stands.

  • Grind, ream, rebore, and re-tap parts to obtain specified clearances, using grinders, lathes, taps, reamers, boring machines, and micrometers.

Technologies & Software

  • Web browser software
  • Sale processing software
  • Smart Equipment Repair
  • Augury (Predictive Maintenance)
  • Microsoft Office software
  • Uptake AI
  • RepairTRAX
  • Ideal Computer Systems Ideal OPE
  • Land & Sea DYNO-MAX
  • ChatGPT (OpenAI)
  • VersaDyne small engine test system
  • Perplexity AI
  • Microsoft Excel
  • ServiceMax AI
  • Personal computers
  • Crowfoot wrenches
  • Combination wrenches
  • Spark plug gauges
  • Mini hacksaws
  • Hex sets
  • Starter clutch wrenches
  • Fixed tip snap ring pliers
  • Dead blow hammers
  • Channel lock pliers
  • Cylinder hones
  • Main bearing plug gauges
  • Crankshaft straighteners
  • Flat tip screw starters
  • Adjustable gap spark testers
  • Cylinder bore telescoping gauges
  • Vise grip pliers
  • Phillips head screwdrivers
  • Wireless tachometers
  • Valve guide reamers
  • Piston ring expanders
  • Penlights
  • Coil testers
  • Fluted screw extractors
  • Measuring tapes
  • Camshaft bearing drivers
  • Power wrenches
  • Wire cutters
  • Flat cold chisels
  • Wire crimpers
  • Breaker bars
  • Engine hour meters
  • Valve spring compressors
  • Power drill bits
  • Magneto bearing pullers
  • Torque adapters
  • Valve grinders
  • Standard flex socket wrenches
  • Spanners
  • Flywheel pullers
  • Standard socket wrenches
  • Leakdown testers
  • Battery terminal cleaners
  • Needle nose pliers
  • Carburetor pressure gauges
  • Allen wrench sets
  • Seal pullers
  • Inline spark testers
  • Portable air compressors
  • T handle hex wrenches
  • Diagonal cutters
  • Dial calipers
  • Tapered hand files
  • Taper feeler gauges
  • Z benders
  • Combination pliers
  • Magnetic pickup tools
  • Valve refacing tools
  • Speed handles
  • Flywheel holders
  • Socket wrench extensions
  • Torx bit sets
  • Digital multimeters
  • Parallel pin punches
  • Fuel line removers
  • Cam bearing plug gauges
  • Impact drivers
  • Metric flex socket wrenches
  • Spark plug wrenches
  • Camshaft bearing pullers
  • Dial bore gauges
  • Piston ring compressors
  • Torque wrenches
  • Automatic center punches
  • Valve seat cutting tools
  • Solder guns
  • Temperature guns
  • Work vans
  • Gear pullers
  • Cotter pin pullers
  • Bearing drivers
  • Small jet carburetor screwdrivers
  • Digital tachometers
  • Metric socket wrenches
  • Compression testing gauges
  • Computer data input scanners
  • Mechanics' pick sets
  • Test lights
  • Ignition testers
  • Impact drills
  • Starter punches
  • Inspection mirrors
  • Spark plug hole taps
  • Mechanical fingers
  • Ridge reamers
  • Spark plug socket wrenches
  • Wire strippers
  • Ball peen hammers
  • Slot screwdrivers
  • Charging system testers

Alternative Job Titles