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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

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

  • 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.

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

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

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

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

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

  • 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.

  • 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.

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

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

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

  • Position products, components, or parts for testing.

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

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

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

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

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

  • 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.

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

  • Compute usable amounts of items in shipments.

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

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

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

  • 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.

  • Recommend necessary corrective actions, based on inspection results.

Technologies & Software

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

Alternative Job Titles