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Automation Risk Analysis

Will “Service Inspector” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Service 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%

“Service 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 machines that automatically measure, sort, or inspect products.

  • Position products, components, or parts for testing.

  • 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.

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

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

  • Compute usable amounts of items in shipments.

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

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

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

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

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles