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Automation Risk Analysis

Will “Inclinometer Tester” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Inclinometer 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%

“Inclinometer 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

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

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

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

  • Compute usable amounts of items in shipments.

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

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

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

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

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

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

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

  • 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.

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

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

  • 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.

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

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

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

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

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

  • Position products, components, or parts for testing.

  • Recommend necessary corrective actions, based on inspection results.

  • Notify supervisors or other personnel of production problems.

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

  • 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.

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

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

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

Technologies & Software

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

Alternative Job Titles