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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.

  • Finish vehicle instrumentation and deinstrumentation.

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

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

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

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

  • Design electrical and mechanical systems for avionic instrumentation applications.

  • 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.

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

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

Technologies & Software

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