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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.

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

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

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

  • Design electrical and mechanical systems for avionic instrumentation applications.

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

  • Finish vehicle instrumentation and deinstrumentation.

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

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

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

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

Technologies & Software

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