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Automation Risk Analysis

Will “Electromechanical Inspector” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Electromechanical Inspector” 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%

“Electromechanical Inspector” 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 blueprints, data, manuals, or other materials to determine specifications, inspection and testing procedures, adjustment methods, certification processes, formulas, or measuring instruments required.

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

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

  • Position products, components, or parts for testing.

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

  • 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.

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

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

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

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

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

  • Recommend necessary corrective actions, based on inspection results.

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

  • 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.

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

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

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

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

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

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

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

  • Compute usable amounts of items in shipments.

Technologies & Software

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

Alternative Job Titles