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Automation Risk Analysis

Will “Machine Shop Inspector” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Machine Shop 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%

“Machine Shop 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

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

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

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

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

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

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

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

  • 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.

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

  • Position products, components, or parts for testing.

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

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

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

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

  • 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.

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

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

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

Technologies & Software

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

Alternative Job Titles