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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

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

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

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

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

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

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

  • 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.

  • Compute usable amounts of items in shipments.

  • Position products, components, or parts for testing.

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

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

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

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

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

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

Technologies & Software

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

Alternative Job Titles