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Automation Risk Analysis

Will “Counter Tender” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Counter Tender” 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%

“Counter Tender” 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

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

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

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

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

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

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

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

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

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

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

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

  • 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.

  • 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.

  • Notify supervisors or other personnel of production problems.

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

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

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

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

  • 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.

  • Position products, components, or parts for testing.

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

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

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

  • Compute usable amounts of items in shipments.

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

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

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

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

Technologies & Software

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

Alternative Job Titles