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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

  • 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.

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

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

  • Inspect airframes for wear or other defects.

  • Prepare and paint aircraft surfaces.

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

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

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

  • 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.

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

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

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

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

  • 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.

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

  • Conduct routine and special inspections as required by regulations.

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

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

  • Measure the tension of control cables.

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

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

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

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

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

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

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

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

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

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

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

  • Determine repair limits for engine hot section parts.

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

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

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

  • Measure parts for wear, using precision instruments.

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

Technologies & Software

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

Alternative Job Titles