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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

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

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

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

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

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

  • Position products, components, or parts for testing.

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

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

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

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

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

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

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

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

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

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

  • 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.

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

  • 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 usable amounts of items in shipments.

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

Technologies & Software

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

Alternative Job Titles