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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.

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

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

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

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

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

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

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

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

  • Design electrical and mechanical systems for avionic instrumentation applications.

Technologies & Software

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