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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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

  • Notify supervisors or other personnel of production problems.

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

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

  • Compute usable amounts of items in shipments.

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

  • 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.

  • Position products, components, or parts for testing.

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

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

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

Technologies & Software

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

Alternative Job Titles