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Automation Risk Analysis

Will “Motor Tester” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Motor 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%

“Motor 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

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

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

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

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

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

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

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

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

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

  • 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.

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

  • Notify supervisors or other personnel of production problems.

  • Compute usable amounts of items in shipments.

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

  • 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.

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

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

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

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

  • Position products, components, or parts for testing.

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

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

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

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

Technologies & Software

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

Alternative Job Titles