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Automation Risk Analysis

Will “Locks Inspector” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Locks 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%

“Locks 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

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

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

  • Compute usable amounts of items in shipments.

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

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

  • 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.

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

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

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

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

  • Position products, components, or parts for testing.

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

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

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

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

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

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

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

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

  • 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.

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

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

  • Recommend necessary corrective actions, based on inspection results.

Technologies & Software

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

Alternative Job Titles