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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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

  • Compute usable amounts of items in shipments.

  • Notify supervisors or other personnel of production problems.

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

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

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

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

  • Position products, components, or parts for testing.

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

  • 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.

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

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

  • 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.

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

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

  • 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.

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

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

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

Technologies & Software

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

Alternative Job Titles