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Automation Risk Analysis

Will “Machine Ceramic Coater” be Automated?

Historical Context: Oxford Study (2013)

Ranked #569 of 702. Estimated risk: 92.0%

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AI Exposure Risk

48%

“Machine Ceramic Coater” will probably not 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 48% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

59%

“Machine Ceramic Coater” will maybe be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 59% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Plating Machine Setters, Operators, and Tenders, Metal and Plastic, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Set up, operate, or tend plating machines to coat metal or plastic products with chromium, zinc, copper, cadmium, nickel, or other metal to protect or decorate surfaces. Typically, the product being coated is immersed in molten metal or an electrolytic solution.

Avg. Annual Salary $43,820
Avg. Hourly Wage $21.07
Available Jobs (US) 31,510
Job Title & Hierarchy Code (SOC) Plating Machine Setters, Operators, and Tenders, Metal and Plastic #51-4193
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Plating Machine Setters, Operators, and Tenders, Metal and Plastic”

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Core Skills & Abilities

  • Read production schedules to determine setups of equipment and machines.

  • Operate hoists to place workpieces onto machine feed carriages or spindles.

  • Immerse objects to be coated or plated into cleaning solutions, or spray objects with conductive solutions to prepare them for plating.

  • Remove objects from solutions at periodic intervals and observe objects to verify conformance to specifications.

  • Set up, operate, or tend plating or coating machines to coat metal or plastic products with chromium, zinc, copper, cadmium, nickel, or other metal to protect or decorate surfaces.

  • Position objects to be plated in frames, or suspend them from positive or negative terminals of power supplies.

  • Clean and maintain equipment, using water hoses and scrapers.

  • Remove excess materials or impurities from objects, using air hoses or grinding machines.

  • Replace worn parts and adjust equipment components, using hand tools.

  • Position and feed materials into processing machines, by hand or by using automated equipment.

  • Observe gauges to ensure that machines are operating properly, making adjustments or stopping machines when problems occur.

  • Adjust controls to set temperatures of coating substances and speeds of machines and equipment.

  • Mix and test solutions, and turn valves to fill tanks with solutions.

  • Operate sandblasting equipment to roughen and clean surfaces of workpieces.

  • Position containers to receive parts, and load or unload materials in containers, using dollies or handtrucks.

  • Adjust dials to regulate flow of current and voltage supplied to terminals to control plating processes.

  • Preheat workpieces in ovens.

  • Measure or weigh materials, using rulers, calculators, and scales.

  • Immerse workpieces in coating solutions or liquid metal or plastic for specified times.

  • Place plated or coated materials on racks and transfer them to ovens to dry for specified periods of time.

  • Monitor and measure thicknesses of electroplating on component parts to verify conformance to specifications, using micrometers.

  • Test machinery to ensure that it is operating properly.

  • Determine sizes and compositions of objects to be plated, and amounts of electrical current and time required.

  • Measure and set stops, rolls, brushes, and guides on automatic feeders and conveying equipment or coating machines, using micrometers, rules, and hand tools.

  • Perform equipment maintenance, such as cleaning tanks and lubricating moving parts of conveyors.

  • Examine completed objects to determine thicknesses of metal deposits, or measure thicknesses by using instruments such as micrometers.

  • Rinse coated objects in cleansing liquids and dry them with cloths, centrifugal driers, or by tumbling in sawdust-filled barrels.

  • Maintain production records.

  • Suspend objects, such as parts or molds from cathode rods, or negative terminals, and immerse objects in plating solutions.

  • Measure, mark, and mask areas to be excluded from plating.

  • Inspect coated or plated areas for defects, such as air bubbles or uneven coverage.

  • Suspend sticks or pieces of plating metal from anodes, or positive terminals, and immerse metal in plating solutions.

  • Clean workpieces, using wire brushes.

Technologies & Software

  • Microsoft Word
  • Cognex Vision AI
  • Siemens Industrial AI
  • ABB AI Robotics
  • Computer aided design CAD software
  • Microsoft Outlook
  • Rockwell Automation AI
  • Oracle Advanced Procurement
  • Sight Machine AI
  • Hazardous materials management HMS software
  • Autodesk AutoCAD
  • Microsoft Excel
  • Metal inert gas MIG welders
  • Fixed workshop cranes
  • Digital micrometers
  • Wheeled forklifts
  • Digital calipers
  • Thermo galvanometers
  • Sand blasters
  • Digital ammeters
  • Pallet jacks
  • Floor jacks
  • Plating tank
  • Monorail conveyer systems
  • Chain hoists
  • Spin dryers
  • Digital levels
  • Bake ovens

Alternative Job Titles