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Automation Risk Analysis

Will “Hammer Driver” be Automated?

Historical Context: Oxford Study (2013)

Ranked #587 of 702. Estimated risk: 93.0%

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AI Exposure Risk

51%

“Hammer Driver” 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%

“Hammer Driver” 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

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

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

  • Trim and compress finished forgings to specified tolerances.

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

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

  • Remove dies from machines when production runs are finished.

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

  • Repair, maintain, and replace parts on dies.

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

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

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

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

  • 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

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

Alternative Job Titles