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Automation Risk Analysis

Will “Engineering Specialist” be Automated?

Historical Context: Oxford Study (2013)

Ranked #290 of 702. Estimated risk: 48.0%

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AI Exposure Risk

46%

“Engineering 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%

“Engineering 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

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

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

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

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

  • 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.

  • 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.

  • Design electrical and mechanical systems for avionic instrumentation applications.

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

Technologies & Software

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