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Automation Risk Analysis

Will “Waste Disposal Leakage Tester” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Waste Disposal Leakage Tester” 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%

“Waste Disposal Leakage Tester” 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

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

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

  • Position products, components, or parts for testing.

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

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

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

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

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

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

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

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

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

  • Notify supervisors or other personnel of production problems.

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

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

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

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

  • 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.

  • Compute usable amounts of items in shipments.

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

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

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

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

Technologies & Software

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

Alternative Job Titles