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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.

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

  • 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.

  • 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.

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

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

  • 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.

Technologies & Software

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