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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

  • Position products, components, or parts for testing.

  • Compute usable amounts of items in shipments.

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

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

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

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

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

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

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

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles