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Automation Risk Analysis

Will “Casing Material Weigher” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Casing Material Weigher” 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%

“Casing Material Weigher” 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.

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

  • Position products, components, or parts for testing.

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

  • 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.

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

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

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

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

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

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

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

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

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

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

  • Compute usable amounts of items in shipments.

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

  • 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.

  • 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.

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

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  • Tolerance analysis software
  • Siemens Industrial AI
  • Minitab
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  • Microsoft Excel
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  • Apache Hive
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  • Computer assisted design software
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  • Data entry software
  • Microsoft Word
  • Structured query language SQL
  • IBM Notes
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  • Database software
  • R
  • Claude (Anthropic)
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  • ABB AI Robotics
  • SAP software
  • Microsoft PowerPoint
  • Wilcox Associates PC-DMIS Inspection Planner
  • Gemini (Google)
  • Computer-aided inspection software
  • Mastercam computer-aided design and manufacturing software
  • Resistance meters
  • Environmental chambers
  • Hardness testers
  • Resistivity meters
  • Signal generators
  • Verisurf 3Dgage
  • Overhead cranes
  • Bit error rate testers BERT
  • Function generators
  • Plug gauges
  • Linear or mixed signal equipment
  • Verisurf Master3DGage
  • Force transducers
  • Pin gauges
  • Laser shearography flaw detectors
  • Shear testers
  • In-circuit testers
  • Utrasonic flaw detectors
  • Digital resistance meters
  • Height gauges
  • Logic test systems
  • Capacitive acceleration instruments
  • Depth gauges
  • Vibration and shaker systems
  • Beta gauges
  • Pulse generators
  • Personal computers
  • Bubble leak testers
  • Holographic interferometers
  • Manufacturing defect analyzers MDA
  • Piezoelectric acceleration instruments
  • Gloss meters
  • Eddy current flaw detectors
  • Conductivity meters
  • Backplane testers
  • Plotters
  • Optical gauges
  • Laser thickness gauges
  • Impact hammers
  • Penetrant flaw detectors
  • Industrial bench scales
  • Resonance acceleration instruments
  • Color spectrometers
  • Sorting machines
  • Compression testers
  • Calorimetric leak testers
  • Micrometers
  • Digital multimeters
  • Direct current DC power testers
  • Ammeters
  • Digital resistance thermometers
  • Mass flow leak testers
  • Frequency meters
  • Measuring microscopes
  • Optical comparators
  • Pi tapes
  • Ductility testers
  • Shock testers
  • Frequency counters
  • Magnetic induction acceleration instruments
  • Impact toughness testers
  • Coordinate measuring machines CMM
  • Thread gauges
  • Metallurgical microscopes
  • Hydraulic lifts
  • Hydraulic pumps
  • Radiographic flaw detectors
  • Sampling oscilloscopes
  • Hipot testers
  • Printed circuit board PCB testers
  • Tensile testers
  • Accelerometers
  • Power meters
  • Forklifts
  • Magnetic particle flaw detectors
  • Verisurf CMM Master
  • Null-balance acceleration instruments
  • Moisture meters
  • Viscometers
  • Digital voltmeters DVM
  • Return loss calibrator RLC passive component testers
  • Creep and stress relaxation testers
  • Strain gauges
  • Calipers
  • Fatigue testers
  • Continuity testers
  • Eddy current probes
  • Multimeters

Alternative Job Titles