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Automation Risk Analysis

Will “Aircraft Instrument Tester” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Aircraft Instrument Tester” will maybe 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 56% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

54%

“Aircraft Instrument Tester” will maybe be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 54% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Inspectors, Testers, Sorters, Samplers, and Weighers, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Inspect, test, sort, sample, or weigh nonagricultural raw materials or processed, machined, fabricated, or assembled parts or products for defects, wear, and deviations from specifications. May use precision measuring instruments and complex test equipment.

Avg. Annual Salary $51,670
Avg. Hourly Wage $24.84
Available Jobs (US) 591,180
Job Title & Hierarchy Code (SOC) Inspectors, Testers, Sorters, Samplers, and Weighers #51-9061
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Inspectors, Testers, Sorters, Samplers, and Weighers”

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Core Skills & Abilities

  • Mark items with details, such as grade or acceptance-rejection status.

  • Disassemble defective parts or components, such as inaccurate or worn gauges or measuring instruments.

  • Analyze test data, making computations as necessary, to determine test results.

  • Position products, components, or parts for testing.

  • Monitor production operations or equipment to ensure conformance to specifications, making necessary process or assembly adjustments.

  • Notify supervisors or other personnel of production problems.

  • Administer tests to assess whether engineers or operators are qualified to use equipment.

  • Read dials or meters to verify that equipment is functioning at specified levels.

  • Compare colors, shapes, textures, or grades of products or materials with color charts, templates, or samples to verify conformance to standards.

  • Remove defects, such as chips, burrs, or lap corroded or pitted surfaces.

  • Interpret legal requirements, provide safety information, or recommend compliance procedures to contractors, craft workers, engineers, or property owners.

  • Discard or reject products, materials, or equipment not meeting specifications.

  • Adjust, clean, or repair products or processing equipment to correct defects found during inspections.

  • Write test or inspection reports describing results, recommendations, or needed repairs.

  • Record inspection or test data, such as weights, temperatures, grades, or moisture content, and quantities inspected or graded.

  • Make minor adjustments to equipment, such as turning setscrews to calibrate instruments to required tolerances.

  • Fabricate, install, position, or connect components, parts, finished products, or instruments for testing or operational purposes.

  • Inspect, test, or measure materials, products, installations, or work for conformance to specifications.

  • Clean, maintain, calibrate, or repair measuring instruments or test equipment, such as dial indicators, fixed gauges, or height gauges.

  • Inspect or test raw materials, parts, or products to determine compliance with environmental standards.

  • Measure dimensions of products to verify conformance to specifications, using measuring instruments, such as rulers, calipers, gauges, or micrometers.

  • Check arriving materials to ensure that they match purchase orders, submitting discrepancy reports as necessary.

  • Compute usable amounts of items in shipments.

  • Recommend necessary corrective actions, based on inspection results.

  • Read blueprints, data, manuals, or other materials to determine specifications, inspection and testing procedures, adjustment methods, certification processes, formulas, or measuring instruments required.

  • Weigh materials, products, containers, or samples to verify packaging weights or ingredient quantities.

  • Stack or arrange tested products for further processing, shipping, or packaging.

  • Monitor machines that automatically measure, sort, or inspect products.

  • Grade, classify, or sort products according to sizes, weights, colors, or other specifications.

  • Compute defect percentages or averages, using formulas and calculators.

  • Collect or select samples for testing or for use as models.

Technologies & Software

  • Gemini (Google)
  • Coordinate measuring machine software
  • Claude (Anthropic)
  • IBM Lotus Notes
  • Siemens Industrial AI
  • Microsoft Outlook
  • Data analysis software
  • Inspection marking systems
  • Apache Hive
  • Microsoft SharePoint
  • Dassault Systemes SolidWorks
  • Mistral (Mistral AI)
  • Rockwell Automation AI
  • Llama (Meta)
  • Structured query language SQL
  • Microsoft Word
  • Sight Machine AI
  • Microsoft Access
  • Extensible markup language XML
  • Database software
  • Kimi (Moonshot AI)
  • DeepSeek
  • Selenium
  • Dassault Systemes CATIA
  • FileMaker Pro
  • Microsoft PowerPoint
  • Skype
  • Microsoft Visio
  • ABB AI Robotics
  • Microsoft Office software
  • Mastercam computer-aided design and manufacturing software
  • Data entry software
  • Microsoft Excel
  • R
  • Atlassian JIRA
  • Apache Pig
  • IBM Notes
  • Nova (Amazon)
  • ChatGPT (OpenAI)
  • Label inspection systems
  • Cybermetrics GAGETrak
  • Wilcox Associates PC-DMIS Inspection Planner
  • Cognex Vision AI
  • Verisurf Metrology
  • Qwen (Alibaba)
  • Medical condition coding software
  • Autodesk AutoCAD
  • Statistical process control SPC data collection devices
  • Minitab
  • SAP software
  • Design of experiments DOE software
  • Computer assisted design software
  • Grok (xAI)
  • The MathWorks MATLAB
  • Computer-aided inspection software
  • Mastercam Design
  • Tolerance analysis software
  • Resistivity meters
  • Function generators
  • Logic test systems
  • Verisurf 3Dgage
  • Conductivity meters
  • Continuity testers
  • Measuring microscopes
  • Personal computers
  • Direct current DC power testers
  • Magnetic particle flaw detectors
  • Digital multimeters
  • Hydraulic pumps
  • Overhead cranes
  • Pin gauges
  • Tensile testers
  • Resistance meters
  • Color spectrometers
  • Vibration and shaker systems
  • Shock testers
  • Plotters
  • Micrometers
  • Plug gauges
  • Piezoelectric acceleration instruments
  • Creep and stress relaxation testers
  • Linear or mixed signal equipment
  • Metallurgical microscopes
  • Verisurf Master3DGage
  • Capacitive acceleration instruments
  • Hydraulic lifts
  • Radiographic flaw detectors
  • Optical gauges
  • Height gauges
  • Gloss meters
  • Thread gauges
  • Multimeters
  • Manufacturing defect analyzers MDA
  • Optical comparators
  • Utrasonic flaw detectors
  • Sampling oscilloscopes
  • In-circuit testers
  • Fatigue testers
  • Pi tapes
  • Impact toughness testers
  • Coordinate measuring machines CMM
  • Mass flow leak testers
  • Calorimetric leak testers
  • Magnetic induction acceleration instruments
  • Penetrant flaw detectors
  • Digital resistance meters
  • Pulse generators
  • Frequency meters
  • Digital resistance thermometers
  • Printed circuit board PCB testers
  • Bubble leak testers
  • Resonance acceleration instruments
  • Force transducers
  • Impact hammers
  • Viscometers
  • Backplane testers
  • Ammeters
  • Bit error rate testers BERT
  • Strain gauges
  • Laser shearography flaw detectors
  • Environmental chambers
  • Sorting machines
  • Depth gauges
  • Verisurf CMM Master
  • Beta gauges
  • Null-balance acceleration instruments
  • Industrial bench scales
  • Eddy current flaw detectors
  • Calipers
  • Hipot testers
  • Frequency counters
  • Compression testers
  • Return loss calibrator RLC passive component testers
  • Laser thickness gauges
  • Accelerometers
  • Forklifts
  • Moisture meters
  • Signal generators
  • Ductility testers
  • Shear testers
  • Hardness testers
  • Power meters
  • Holographic interferometers
  • Eddy current probes
  • Digital voltmeters DVM

Alternative Job Titles