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Automation Risk Analysis

Will “Receiving Inspector” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Receiving 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%

“Receiving 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.

  • Notify supervisors or other personnel of production problems.

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

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

  • 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.

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

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

  • Compute usable amounts of items in shipments.

  • 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.

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

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

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

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

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

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

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

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

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

  • Position products, components, or parts for testing.

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

  • 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.

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

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

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

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

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

  • 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.

Technologies & Software

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

Alternative Job Titles