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Automation Risk Analysis

Will “Biological Inspector” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Biological Inspector” 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%

“Biological Inspector” 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.

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

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

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

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

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

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

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

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

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

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

  • Compute usable amounts of items in shipments.

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

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

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

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

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

  • Position products, components, or parts for testing.

Technologies & Software

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

Alternative Job Titles