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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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

  • Notify supervisors or other personnel of production problems.

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

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

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

  • 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.

  • Position products, components, or parts for testing.

  • Compute usable amounts of items in shipments.

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

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

  • 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.

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

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

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

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

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

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

  • 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.

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

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

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

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

Technologies & Software

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

Alternative Job Titles