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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

  • 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.

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

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

  • Finish vehicle instrumentation and deinstrumentation.

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

  • Design electrical and mechanical systems for avionic instrumentation applications.

  • 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.

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

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

Technologies & Software

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