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Automation Risk Analysis

Will “Lever Operator” be Automated?

Historical Context: Oxford Study (2013)

Ranked #587 of 702. Estimated risk: 93.0%

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AI Exposure Risk

51%

“Lever 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%

“Lever 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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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

  • Trim and compress finished forgings to specified tolerances.

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

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

  • Remove dies from machines when production runs are finished.

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

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

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

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

  • Repair, maintain, and replace parts on dies.

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

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

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

  • 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

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

Alternative Job Titles