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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

  • Design electrical and mechanical systems for avionic instrumentation applications.

  • 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.

  • 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.

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

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

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

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

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

Technologies & Software

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