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Automation Risk Analysis

Will “Procurement Inspector” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Procurement 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%

“Procurement 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.

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

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

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

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

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

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

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

  • 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.

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

  • Compute usable amounts of items in shipments.

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles