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Automation Risk Analysis

Will “Header Setup Operator” be Automated?

Historical Context: Oxford Study (2013)

Ranked #587 of 702. Estimated risk: 93.0%

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AI Exposure Risk

51%

“Header Setup 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%

“Header Setup 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

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

  • 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.

  • 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.

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

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

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

  • 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.

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

  • 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

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

Alternative Job Titles