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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

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

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

  • 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.

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

  • 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.

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

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

  • Notify supervisors or other personnel of production problems.

  • Compute usable amounts of items in shipments.

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

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

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

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

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

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

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

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

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

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

  • Position products, components, or parts for testing.

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

  • 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.

Technologies & Software

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

Alternative Job Titles