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Automation Risk Analysis

Will “Time Clock Inspector” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Time Clock 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%

“Time Clock 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

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

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

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

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

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

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

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

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

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

  • Position products, components, or parts for testing.

  • 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.

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

  • Notify supervisors or other personnel of production problems.

  • Recommend necessary corrective actions, based on inspection results.

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

  • Compute usable amounts of items in shipments.

  • 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.

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

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

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

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

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles