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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

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

  • 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.

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

  • 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.

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

  • Recommend necessary corrective actions, based on inspection results.

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

  • 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.

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

  • Compute usable amounts of items in shipments.

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

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

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

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

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

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

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

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

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

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

  • 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.

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

  • Notify supervisors or other personnel of production problems.

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

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

  • Position products, components, or parts for testing.

Technologies & Software

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

Alternative Job Titles