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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

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

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

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

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

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

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

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

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

  • Position products, components, or parts for testing.

  • Compute usable amounts of items in shipments.

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

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

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

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

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

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

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

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

Technologies & Software

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

Alternative Job Titles