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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

  • 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.

  • Finish vehicle instrumentation and deinstrumentation.

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

  • 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.

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

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

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

  • 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.

Technologies & Software

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