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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

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

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

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

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

  • Compute usable amounts of items in shipments.

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

  • 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.

  • Notify supervisors or other personnel of production problems.

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

  • 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.

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

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

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

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

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

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

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

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

  • Position products, components, or parts for testing.

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

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles