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Automation Risk Analysis

Will “Chemical Strength Tester” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Chemical Strength 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%

“Chemical Strength 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

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

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

  • Position products, components, or parts for testing.

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

  • 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.

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

  • 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.

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

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

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

  • Compute usable amounts of items in shipments.

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

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

Technologies & Software

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

Alternative Job Titles