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Automation Risk Analysis

Will “Data Acquisition Technician” be Automated?

Historical Context: Oxford Study (2013)

Ranked #290 of 702. Estimated risk: 48.0%

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AI Exposure Risk

46%

“Data Acquisition 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%

“Data Acquisition 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

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

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

  • 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.

  • Finish vehicle instrumentation and deinstrumentation.

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

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

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

  • Design electrical and mechanical systems for avionic instrumentation applications.

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

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

Technologies & Software

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