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Automation Risk Analysis

Will “Charging Manipulator” be Automated?

Historical Context: Oxford Study (2013)

Ranked #587 of 702. Estimated risk: 93.0%

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AI Exposure Risk

51%

“Charging Manipulator” 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 51% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

60%

“Charging Manipulator” will maybe be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 60% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Forging 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 forging machines to taper, shape, or form metal or plastic parts.

Avg. Annual Salary $50,900
Avg. Hourly Wage $24.47
Available Jobs (US) 8,760
Job Title & Hierarchy Code (SOC) Forging Machine Setters, Operators, and Tenders, Metal and Plastic #51-4022
Wage vs. National Median
ℹ️

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

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Related Occupations & Automation Risk

Power Distributors and Dispatchers

AI Risk 59%
Robot Risk 40%

Prepress Technicians and Workers

AI Risk 56%
Robot Risk 46%

Textile Bleaching and Dyeing Machine Operators and Tenders

AI Risk 56%
Robot Risk 61%

Inspectors, Testers, Sorters, Samplers, and Weighers

AI Risk 56%
Robot Risk 54%

Nuclear Power Reactor Operators

AI Risk 55%
Robot Risk 47%

Milling and Planing Machine Setters, Operators, and Tenders, Metal and Plastic

AI Risk 55%
Robot Risk 62%

Core Skills & Abilities

  • Measure and inspect machined parts to ensure conformance to product specifications.

  • Turn handles or knobs to set pressures and depths of ram strokes and to synchronize machine operations.

  • Select, align, and bolt positioning fixtures, stops, and specified dies to rams and anvils, forging rolls, or presses and hammers.

  • Repair, maintain, and replace parts on dies.

  • Confer with other workers about machine setups and operational specifications.

  • Trim and compress finished forgings to specified tolerances.

  • Start machines to produce sample workpieces, and observe operations to detect machine malfunctions and to verify that machine setups conform to specifications.

  • Position and move metal wires or workpieces through a series of dies that compress and shape stock to form die impressions.

  • Read work orders or blueprints to determine specified tolerances and sequences of operations for machine setup.

  • Remove dies from machines when production runs are finished.

  • Install, adjust, and remove dies, synchronizing cams, forging hammers, and stop guides, using overhead cranes or other hoisting devices, and hand tools.

  • Sharpen cutting tools and drill bits, using bench grinders.

  • Set up, operate, or tend presses and forging machines to perform hot or cold forging by flattening, straightening, bending, cutting, piercing, or other operations to taper, shape, or form metal.

Technologies & Software

  • Kimi (Moonshot AI)
  • Nova (Amazon)
  • Machine control software
  • Grok (xAI)
  • ChatGPT (OpenAI)
  • Qwen (Alibaba)
  • Email software
  • Inventory tracking software
  • Mistral (Mistral AI)
  • ABB AI Robotics
  • DeepSeek
  • Rockwell Automation AI
  • Claude (Anthropic)
  • Llama (Meta)
  • Siemens Industrial AI
  • Cognex Vision AI
  • Gemini (Google)
  • Sight Machine AI
  • Oil furnaces
  • Power sanders
  • Band cutters
  • Sheet metal rolls
  • Flanging machines
  • Bench grinders
  • Protective shoes
  • Sheet metal shearing machines
  • Forging tongs
  • Hydraulic trim presses
  • Protective ear plugs
  • Digital micrometers
  • Gas furnaces
  • Safety gloves
  • Vernier calipers
  • Straight tinners snips
  • Slotted screwdrivers
  • Forging dies
  • Disc grinders
  • Precision rulers
  • Turret punches
  • Blanking presses
  • Pneumatic power drills
  • Hand mallets
  • Radial gauges
  • Stationary drill presses
  • Safety goggles
  • Punch presses
  • Variable speed routers
  • Automatic conveyors
  • Metal cutting routers
  • Hydraulic forging presses
  • Hammer forging machinery
  • Beam type torque wrenches
  • Shears
  • Magnifying glasses
  • Layout squares
  • Power riveters
  • Electric overhead traveling EOT cranes
  • Metal band sawing machines
  • Portable anvils
  • Bevel protractors
  • Hoisting devices
  • Drill presses
  • Planishing hammers
  • Power nibblers
  • Sheet metal press brakes
  • Automatic roll forging machines
  • Mechanical forging presses
  • Hydraulic roll forging machines
  • Tapered feeler gauges
  • Face shields
  • Hydraulic drop forging hammers

Alternative Job Titles