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Automation Risk Analysis

Will “FAA Certified Powerplant Mechanic (Federal Aviation Administration Certified Powerplant Mechanic)” be Automated?

Historical Context: Oxford Study (2013)

Ranked #387 of 702. Estimated risk: 71.0%

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AI Exposure Risk

46%

“FAA Certified Powerplant Mechanic (Federal Aviation Administration Certified Powerplant 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 46% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

60%

“FAA Certified Powerplant Mechanic (Federal Aviation Administration Certified Powerplant 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 60% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Aircraft Mechanics and Service Technicians, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Diagnose, adjust, repair, or overhaul aircraft engines and assemblies, such as hydraulic and pneumatic systems.

Avg. Annual Salary $80,780
Avg. Hourly Wage $38.84
Available Jobs (US) 136,390
Job Title & Hierarchy Code (SOC) Aircraft Mechanics and Service Technicians #49-3011
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Aircraft Mechanics and Service Technicians”

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Core Skills & Abilities

  • Assemble and install electrical, plumbing, mechanical, hydraulic, and structural components and accessories, using hand or power tools.

  • Accompany aircraft on flights to make in-flight adjustments and corrections.

  • Examine engines through specially designed openings while working from ladders or scaffolds, or use hoists or lifts to remove the entire engine from an aircraft.

  • Test operation of engines and other systems, using test equipment, such as ignition analyzers, compression checkers, distributor timers, or ammeters.

  • Prepare and paint aircraft surfaces.

  • Check for corrosion, distortion, and invisible cracks in the fuselage, wings, and tail, using x-ray and magnetic inspection equipment.

  • Examine and inspect aircraft components, including landing gear, hydraulic systems, and deicers to locate cracks, breaks, leaks, or other problems.

  • Inventory and requisition or order supplies, parts, materials, and equipment.

  • Read and interpret pilots' descriptions of problems to diagnose causes.

  • Spread plastic film over areas to be repaired to prevent damage to surrounding areas.

  • Listen to operating engines to detect and diagnose malfunctions, such as sticking or burned valves.

  • Clean, strip, prime, and sand structural surfaces and materials to prepare them for bonding.

  • Locate and mark dimensions and reference lines on defective or replacement parts, using templates, scribes, compasses, and steel rules.

  • Reassemble engines following repair or inspection and reinstall engines in aircraft.

  • Fabricate defective sections or parts, using metal fabricating machines, saws, brakes, shears, and grinders.

  • Remove or install aircraft engines, using hoists or forklift trucks.

  • Obtain fuel and oil samples and check them for contamination.

  • Communicate with other workers to coordinate fitting and alignment of heavy parts, or to facilitate processing of repair parts.

  • Disassemble engines and inspect parts, such as turbine blades or cylinders, for corrosion, wear, warping, cracks, and leaks, using precision measuring instruments, x-rays, and magnetic inspection equipment.

  • Cure bonded structures, using portable or stationary curing equipment.

  • Measure the tension of control cables.

  • Clean engines, sediment bulk and screens, and carburetors, adjusting carburetor float levels.

  • Measure parts for wear, using precision instruments.

  • Maintain repair logs, documenting all preventive and corrective aircraft maintenance.

  • Determine repair limits for engine hot section parts.

  • Trim and shape replacement body sections to specified sizes and fits and secure sections in place, using adhesives, hand tools, and power tools.

  • Install and align repaired or replacement parts for subsequent riveting or welding, using clamps and wrenches.

  • Inspect airframes for wear or other defects.

  • Read and interpret maintenance manuals, service bulletins, and other specifications to determine the feasibility and method of repairing or replacing malfunctioning or damaged components.

  • Remove or cut out defective parts or drill holes to gain access to internal defects or damage, using drills and punches.

  • Conduct routine and special inspections as required by regulations.

  • Maintain, repair, and rebuild aircraft structures, functional components, and parts, such as wings and fuselage, rigging, hydraulic units, oxygen systems, fuel systems, electrical systems, gaskets, or seals.

  • Clean, refuel, and change oil in line service aircraft.

  • Replace or repair worn, defective, or damaged components, using hand tools, gauges, and testing equipment.

  • Inspect completed work to certify that maintenance meets standards and that aircraft are ready for operation.

  • Service and maintain aircraft and related apparatus by performing activities such as flushing crankcases, cleaning screens, and or moving parts.

  • Remove, inspect, repair, and install in-flight refueling stores and external fuel tanks.

  • Modify aircraft structures, space vehicles, systems, or components, following drawings, schematics, charts, engineering orders, and technical publications.

Technologies & Software

  • ChatGPT (OpenAI)
  • DatcoMedia EBis
  • Tracware AeroTrac
  • Augury (Predictive Maintenance)
  • Computer aided manufacturing CAM software
  • Mxi Technologies Maintenix
  • Microsoft Word
  • ServiceMax AI
  • Disassembler software
  • Technical manual database software
  • Microsoft PowerPoint
  • Pentagon 2000SQL
  • Maintenance record software
  • Perplexity AI
  • Operational Data Store ODS software
  • Technical Data Management System TDMS
  • Microsoft Windows
  • Microsoft Office software
  • Microsoft Outlook
  • Supply system software
  • Access Software AIRPAX
  • Computerized aircraft log manager CALM
  • Microsoft Excel
  • Engine analysis software
  • Maintenance planning software
  • SAP software
  • Uptake AI
  • Operating system software
  • Maintenance information databases
  • Web browser software
  • CaseBank SpotLight
  • Acetylene welding equipment
  • Welding goggles
  • Slip joint pliers
  • Safety wire pliers
  • Feeler gauges
  • Manlifts
  • Pyrometers
  • Vernier calipers
  • Hacksaws
  • Cordless drills
  • Air compressors
  • Aviation spark plug sockets
  • Scribers
  • Internal power units
  • LTB/400 maintenance management system
  • Integrated maintenance and inventory systems
  • Portable rectifiers
  • Respirators
  • Brakes
  • Rivet guns
  • Go/no-go gauges
  • Wire strippers
  • Handheld computers
  • Needlenose pliers
  • Safety glasses
  • Paint sprayers
  • Brazing equipment
  • Mechanical lifts
  • Combination squares
  • Flat chisels
  • Hand drills
  • MxManager
  • Sheet metal breakers
  • Wearable computers
  • Combination wrenches
  • Aligning jigs
  • Drill presses
  • Flat blade screwdrivers
  • Voltmeters
  • Bastard files
  • Electric drills
  • Ohmmeters
  • Spring balance scales
  • Squares
  • Torque wrenches
  • Socket wrench sets
  • Multimeters
  • Continuity meters
  • Electrical current meters
  • Single-cut mill saw files
  • Phillips head screwdrivers
  • Compound leverage snips
  • Taper punches
  • Drill bit sets
  • Brass punches
  • Utility knives
  • Ignition analyzers
  • Hand clamps
  • Ratcheting screwdrivers
  • Digital diagnostic equipment
  • Soldering equipment
  • Portable maintenance aids mobile computing devices
  • Bucking bars
  • Magnetic pickup tools
  • Cable splicing knives
  • Pneumatic wrenches
  • End cutters
  • Scaffolding
  • Wearable data input systems
  • Touch screens
  • Calipers
  • Duck bill pliers
  • Wire cutting tools
  • Magnetic inspection equipment
  • Mallets
  • Maintenance planning systems
  • Unmanned aerial vehicles UAV
  • Pneumatic riveters
  • Wearable point and click devices
  • Hand trucks
  • Adjustable wrenches
  • Allen wrenches
  • Power lifts
  • Vibration analyzers
  • Plastic tip hammers
  • Timing lights
  • Ignition wrench sets
  • Scales
  • Tow vehicles
  • Straight chisels
  • Reversible safety wire pliers
  • S.M.A.R.T aircraft maintenance tracking
  • Dial indicators
  • Pin punches
  • Personal computers
  • Aircraft lifting jacks
  • Machinists' double point scribers
  • Cleco pliers
  • Ball peen hammers
  • Inspection mirrors
  • Ultrasonic inspection equipment
  • Power grinders
  • Hoists
  • Air drills
  • Templates
  • X ray inspection equipment
  • Global positioning system GPS devices
  • Heat guns
  • Laser printers
  • Aircraft test stands
  • Compasses
  • Center punches
  • Vise grip pliers
  • Aircraft maintenance management systems
  • Oscilloscopes
  • Maintenance and engineering information systems
  • Offset left aviation snips
  • Cold chisels
  • Portable maintenance access terminals
  • Desktop computers
  • Ladders
  • Hearing protectors
  • Diagonal cutting pliers
  • Open end wrenches
  • Straight cut aviation snips
  • Lathes
  • Rulers
  • Channel lock pliers
  • Measuring tapes
  • Dividers
  • Forklifts
  • Offset right aviation snips
  • Micrometers
  • Speed wrenches
  • Putty knives
  • Laptop computers
  • Screw extractor sets
  • Shielded arc welding tools
  • Hand nibblers
  • Ratchets
  • Borescopes
  • Power shears
  • Wire crimpers
  • Ammeters
  • End wrenches
  • External power units
  • Hammers
  • Pressure gauges
  • Resistance meters
  • Tablet computers

Alternative Job Titles