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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

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

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

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

  • 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.

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

  • Position products, components, or parts for testing.

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

  • 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.

  • Compute usable amounts of items in shipments.

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

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

  • 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.

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles