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Automation Risk Analysis

Will “Poising Inspector” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Poising 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%

“Poising 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

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

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

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

  • 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.

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

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

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

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

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

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

  • 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.

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

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

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

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

  • Position products, components, or parts for testing.

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

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

  • 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.

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

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

  • Notify supervisors or other personnel of production problems.

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

  • Compute usable amounts of items in shipments.

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

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

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

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

Technologies & Software

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

Alternative Job Titles