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Automation Risk Analysis

Will “Electromechanic Inspector” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Electromechanic 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%

“Electromechanic 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

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

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

  • 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.

  • 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.

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

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

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

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

  • 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.

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

  • 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.

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

  • 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.

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

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

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

  • Compute usable amounts of items in shipments.

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles