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Automation Risk Analysis

Will “Systems 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%

“Systems 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%

“Systems 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

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

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

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

  • 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.

  • Finish vehicle instrumentation and deinstrumentation.

  • Design electrical and mechanical systems for avionic instrumentation applications.

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

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

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

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

Technologies & Software

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