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Automation Risk Analysis

Will “Test Specialist” be Automated?

Historical Context: Oxford Study (2013)

Ranked #290 of 702. Estimated risk: 48.0%

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AI Exposure Risk

46%

“Test Specialist” 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%

“Test Specialist” 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.

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

  • Design electrical and mechanical systems for avionic instrumentation applications.

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

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

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

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

  • 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.

Technologies & Software

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