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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

  • Finish vehicle instrumentation and deinstrumentation.

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

  • 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.

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

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

  • 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.

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

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

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

Technologies & Software

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