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

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

  • Position products, components, or parts for testing.

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

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

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

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

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

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

  • 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.

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

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

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

  • 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.

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles