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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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

  • Compute usable amounts of items in shipments.

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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

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

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

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

  • Position products, components, or parts for testing.

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

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

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

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

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

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

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

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

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

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

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

  • 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.

Technologies & Software

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

Alternative Job Titles