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Automation Risk Analysis

Will “Engineering Test Technician” be Automated?

Historical Context: Oxford Study (2013)

Ranked #290 of 702. Estimated risk: 48.0%

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AI Exposure Risk

46%

“Engineering Test Technician” 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

46%

“Engineering Test Technician” will probably not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 46% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Aerospace Engineering and Operations Technologists and Technicians, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Operate, install, adjust, and maintain integrated computer/communications systems, consoles, simulators, and other data acquisition, test, and measurement instruments and equipment, which are used to launch, track, position, and evaluate air and space vehicles. May record and interpret test data.

Avg. Annual Salary $86,330
Avg. Hourly Wage $41.50
Available Jobs (US) 9,060
Job Title & Hierarchy Code (SOC) Aerospace Engineering and Operations Technologists and Technicians #17-3021
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Aerospace Engineering and Operations Technologists and Technicians”

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Core Skills & Abilities

  • Identify required data, data acquisition plans, and test parameters, setting up equipment to conform to these specifications.

  • Operate and calibrate computer systems and devices to comply with test requirements and to perform data acquisition and analysis.

  • Construct and maintain test facilities for aircraft parts and systems, according to specifications.

  • Design electrical and mechanical systems for avionic instrumentation applications.

  • Inspect, diagnose, maintain, and operate test setups and equipment to detect malfunctions.

  • Test aircraft systems under simulated operational conditions, performing systems readiness tests and pre- and post-operational checkouts, to establish design or fabrication parameters.

  • Finish vehicle instrumentation and deinstrumentation.

  • Adjust, repair, or replace faulty components of test setups and equipment.

  • Confer with engineering personnel regarding details and implications of test procedures and results.

  • Fabricate and install parts and systems to be tested in test equipment, using hand tools, power tools, and test instruments.

  • Record and interpret test data on parts, assemblies, and mechanisms.

Technologies & Software

  • Debugging software
  • Dassault Systemes SolidWorks
  • Autodesk AI
  • Data acquisition software
  • Microsoft Project
  • Word processing software
  • JUnit
  • UNIX
  • Hewlett Packard LoadRunner
  • Job control language JCL
  • Apache Hadoop
  • Dassault Systemes CATIA
  • Structured query language SQL
  • Graphical user interface GUI design software
  • Microsoft PowerPoint
  • Inventory software
  • AutoCAD AI
  • Customer information control system CICS
  • GitHub Copilot
  • Red Hat Enterprise Linux
  • Microsoft SharePoint
  • Oracle Java
  • Gemini Code Assist
  • Selenium
  • ANSYS AI Simulation
  • Microsoft Visio
  • SAP software
  • Microsoft Excel
  • Vibration analysis software
  • Microsoft SQL Server
  • JavaScript
  • Microsoft Word
  • Python
  • National Instruments LabVIEW
  • Atlassian JIRA
  • Bugzilla
  • Computer aided design CAD software
  • Microsoft Office software
  • C++
  • Apache JMeter
  • Perplexity AI
  • ChatGPT (OpenAI)
  • Oracle Database
  • Computerized numerical control CNC software
  • Autodesk AutoCAD
  • Microsoft Outlook
  • Microsoft Access
  • Enterprise resource planning ERP software
  • Linux
  • Extensible markup language XML
  • Depth micrometers
  • Ultrasonic inspection equipment
  • Prick punches
  • Drill presses
  • Precision files
  • Vernier calipers
  • Vibration tables
  • Fire extinguishers
  • Dial calipers
  • Safety wire pliers
  • Center punches
  • Alignment squares
  • Magnetic particle inspection equipment
  • Tri-squares
  • Power screwdrivers
  • Vertical turret lathes VTL
  • Depth gauges
  • Hydrasets
  • Shakers
  • Spring calipers
  • Socket wrenches
  • Digital torque wrenches
  • Shielded arc welding tools
  • Plug taps
  • Protractors
  • Adjustable wrenches
  • Pin punches
  • Scribers
  • Air drills
  • Bleeder wrenches
  • Offset screwdrivers
  • Digital calipers
  • Bench vises
  • Vibration transducers
  • Force transducers
  • Safety goggles
  • Mass spectrometers
  • Fluorescent penetrant inspection equipment
  • Safety lanyards
  • Aviation snips
  • Planer gauges
  • Eddy current inspection equipment
  • Allen wrenches
  • Bore gauges
  • Telescopes
  • Wire crimpers
  • Riveting tools
  • Soft face hammers
  • Vixen files
  • Split dies
  • Aligning punches
  • Dye penetrant inspection equipment
  • Theodolites
  • Small hole gauges
  • Welding torches
  • Skin mills
  • Thickness gauges
  • Torx drivers
  • Electronic torque testers
  • Flat files
  • Coordinate measuring machines CMM
  • Thermocouples
  • Air-supplying respirators
  • Multi-axis mills
  • Personal computers
  • Lasers
  • Thread gauges
  • Ball peen hammers
  • Box end wrenches
  • Countersinks
  • Straightedges
  • V blocks
  • Forklifts
  • Mill files
  • Annealing ovens
  • Accelerometers
  • Layout compasses
  • Bubble emission inspection equipment
  • Digital force gauges
  • Hook spanner wrenches
  • Pyrotechnic initiators
  • Soldering irons
  • Pressure gauges
  • Combination wrenches
  • Scaffolding
  • Half-round files
  • Gyroscopes
  • Mallets
  • Borescopes
  • Flow meters
  • Gas arc welding equipment
  • Twist drills
  • Open end wrenches
  • Body harnesses
  • Accelerometer sensors
  • Shot peening equipment
  • Steel rules
  • Computer numerical controlled CNC milling machines
  • Go/no-go gauges
  • Plug gauges
  • Overhead cranes
  • Vibration testers
  • Voltmeters
  • Impact hammers
  • Gamma ray testing equipment
  • Round files
  • Gauge blocks
  • Telescoping gauges
  • Hand snips
  • Digital height gauges
  • Terminal computers
  • Purifying respirators
  • Strain gauge balances
  • Snap gauges
  • Drive punches
  • Infrared inspection equipment
  • Reed and Prince screwdrivers
  • Brazing hearths
  • Torque wrenches
  • X ray inspection equipment
  • Hacksaws
  • Flat head screwdrivers
  • Knife files
  • Straight chisels
  • Dividers
  • Bottoming taps
  • Taper taps
  • Brazing equipment
  • Gantry mills
  • Micrometers
  • Paint booths
  • Computerized numerical control CNC lathes