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Automation Risk Analysis

Will “Racker” be Automated?

Historical Context: Oxford Study (2013)

Ranked #569 of 702. Estimated risk: 92.0%

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AI Exposure Risk

48%

“Racker” 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%

“Racker” 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

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

  • 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.

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

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

  • Clean workpieces, using wire brushes.

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

  • Maintain production records.

  • 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.

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

  • 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.

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

  • Preheat workpieces in ovens.

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

Technologies & Software

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

Alternative Job Titles