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Automation Risk Analysis

Will “Film Touch-Up Inspector” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Film Touch-Up 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%

“Film Touch-Up 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

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

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

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

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

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

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

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

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

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

  • 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.

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

  • Position products, components, or parts for testing.

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

  • 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.

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

  • 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.

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

  • Notify supervisors or other personnel of production problems.

  • 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.

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

Technologies & Software

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

Alternative Job Titles