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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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

  • Position products, components, or parts for testing.

  • 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.

  • Recommend necessary corrective actions, based on inspection results.

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

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

  • Compute usable amounts of items in shipments.

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles