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Automation Risk Analysis

Will “Flasher Adjuster” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Flasher Adjuster” 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%

“Flasher Adjuster” 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

  • 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.

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

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

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

  • 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.

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

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

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

  • Compute usable amounts of items in shipments.

  • Notify supervisors or other personnel of production problems.

  • Position products, components, or parts for testing.

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

  • 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.

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles