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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

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

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

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

  • 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.

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

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

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

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

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

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

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

  • 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.

  • Position products, components, or parts for testing.

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

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

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

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

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

Alternative Job Titles