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Automation Risk Analysis

Will “Forging Machine Operator” be Automated?

Historical Context: Oxford Study (2013)

Ranked #587 of 702. Estimated risk: 93.0%

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AI Exposure Risk

51%

“Forging Machine Operator” 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%

“Forging Machine Operator” 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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Core Skills & Abilities

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

  • Remove dies from machines when production runs are finished.

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

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

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

  • Repair, maintain, and replace parts on dies.

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

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

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

  • Trim and compress finished forgings to specified tolerances.

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

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

  • 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

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

Alternative Job Titles