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Automation Risk Analysis

Will “Olive Brine Tester” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Olive Brine Tester” 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%

“Olive Brine Tester” 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

  • 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.

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

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

  • 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.

  • 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.

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

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

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

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

  • Compute usable amounts of items in shipments.

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

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

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

  • Position products, components, or parts for testing.

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

Technologies & Software

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

Alternative Job Titles