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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

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

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

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

  • 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.

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

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

  • 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.

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

  • Compute usable amounts of items in shipments.

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

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

  • Position products, components, or parts for testing.

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

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

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

  • Notify supervisors or other personnel of production problems.

  • 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.

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles