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Automation Risk Analysis

Will “Weigh Tank Operator” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Weigh Tank Operator” 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%

“Weigh Tank Operator” 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

  • Notify supervisors or other personnel of production problems.

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

  • 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.

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

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

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

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

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

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

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

  • Position products, components, or parts for testing.

  • 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.

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

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

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

  • 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.

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

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles