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Automation Risk Analysis

Will “Targeteer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Targeteer” 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%

“Targeteer” 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

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

  • 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.

  • Position products, components, or parts for testing.

  • 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.

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

  • 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.

  • 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.

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

  • Compute usable amounts of items in shipments.

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

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

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles