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Automation Risk Analysis

Will “Dope Weigh Operator” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Dope Weigh 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%

“Dope Weigh 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

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

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

  • 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.

  • 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.

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

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

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

  • 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.

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

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

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

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

  • Position products, components, or parts for testing.

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

  • Compute usable amounts of items in shipments.

Technologies & Software

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

Alternative Job Titles