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Automation Risk Analysis

Will “Potline Monitor” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Potline Monitor” 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%

“Potline Monitor” 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

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

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

  • 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.

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

  • Compute usable amounts of items in shipments.

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

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

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

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

  • Position products, components, or parts for testing.

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

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

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

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

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

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

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

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

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

Technologies & Software

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  • Inspection marking systems
  • Data analysis software
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  • Tolerance analysis software
  • Skype
  • The MathWorks MATLAB
  • Label inspection systems
  • Database software
  • Statistical process control SPC data collection devices
  • FileMaker Pro
  • Autodesk AutoCAD
  • Ammeters
  • Fatigue testers
  • Holographic interferometers
  • Linear or mixed signal equipment
  • Force transducers
  • Laser thickness gauges
  • Sampling oscilloscopes
  • Pulse generators
  • Function generators
  • Ductility testers
  • Metallurgical microscopes
  • Frequency counters
  • Digital resistance meters
  • Sorting machines
  • Resistivity meters
  • Pi tapes
  • Mass flow leak testers
  • Resistance meters
  • Direct current DC power testers
  • Personal computers
  • Forklifts
  • Laser shearography flaw detectors
  • Bubble leak testers
  • Thread gauges
  • Hardness testers
  • Optical comparators
  • Logic test systems
  • Frequency meters
  • Hydraulic pumps
  • Viscometers
  • Height gauges
  • Industrial bench scales
  • Resonance acceleration instruments
  • Micrometers
  • Gloss meters
  • Color spectrometers
  • Bit error rate testers BERT
  • Depth gauges
  • Vibration and shaker systems
  • Creep and stress relaxation testers
  • Calorimetric leak testers
  • Conductivity meters
  • Calipers
  • Digital voltmeters DVM
  • Penetrant flaw detectors
  • Impact toughness testers
  • Verisurf 3Dgage
  • Measuring microscopes
  • In-circuit testers
  • Magnetic induction acceleration instruments
  • Piezoelectric acceleration instruments
  • Optical gauges
  • Utrasonic flaw detectors
  • Backplane testers
  • Verisurf Master3DGage
  • Tensile testers
  • Hydraulic lifts
  • Magnetic particle flaw detectors
  • Accelerometers
  • Impact hammers
  • Verisurf CMM Master
  • Power meters
  • Eddy current flaw detectors
  • Null-balance acceleration instruments
  • Shock testers
  • Return loss calibrator RLC passive component testers
  • Beta gauges
  • Multimeters
  • Printed circuit board PCB testers
  • Shear testers
  • Manufacturing defect analyzers MDA
  • Plotters
  • Continuity testers
  • Signal generators
  • Plug gauges
  • Moisture meters
  • Pin gauges
  • Radiographic flaw detectors
  • Hipot testers
  • Eddy current probes
  • Compression testers
  • Environmental chambers
  • Strain gauges
  • Digital resistance thermometers
  • Overhead cranes
  • Coordinate measuring machines CMM
  • Digital multimeters
  • Capacitive acceleration instruments

Alternative Job Titles