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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

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

  • Position products, components, or parts for testing.

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

  • Compute usable amounts of items in shipments.

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

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

  • 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.

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

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

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

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

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

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

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

  • 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.

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

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

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

  • 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.

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

  • 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.

Technologies & Software

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

Alternative Job Titles