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Automation Risk Analysis

Will “Unracker” be Automated?

Historical Context: Oxford Study (2013)

Ranked #569 of 702. Estimated risk: 92.0%

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AI Exposure Risk

48%

“Unracker” 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%

“Unracker” 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

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

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

  • 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.

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

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

  • 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.

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

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

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

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

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

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

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

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

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

  • Maintain production records.

  • 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.

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

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

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

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

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

  • Test machinery to ensure that it is operating properly.

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

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

  • Preheat workpieces in ovens.

  • Clean workpieces, using wire brushes.

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

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

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

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

Technologies & Software

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

Alternative Job Titles