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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

  • 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.

  • 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.

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

  • Design electrical and mechanical systems for avionic instrumentation applications.

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

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

  • 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.

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

Technologies & Software

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