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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

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

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

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

  • 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.

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

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

  • Compute usable amounts of items in shipments.

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

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

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

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

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

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles