Production · SOC 51-4052
Pouring and casting molten metal is dangerous, tactile, and judgment-intensive — AI has almost no foothold here today.
Hands-on, interpersonal or high-stakes work AI struggles to replace.
Timeline: Robotic pouring systems exist in large-volume automotive foundries but custom and specialty casting will rely on skilled human pourers for at least 15 years.
Tap a skill to find courses on Coursera.
Some links are affiliate links — if you sign up or buy through them, we may earn a commission at no extra cost to you.
$61,680 median pay
$46,190 median pay
$52,540 median pay
$49,240 median pay
$33,800 median pay
AI job-risk card
Pourers and Casters, Metal is resilient on AIFear. Hands-on, interpersonal or high-stakes work AI struggles to replace.
AIFear.com
Our AI Fear Score for Pourers and Casters, Metal is 14/100 (Resilient). Hands-on, interpersonal or high-stakes work AI struggles to replace.
14 out of 100, based on an AI-model review of this occupation's O*NET tasks against what current AI can actually do.
Harder to automate: Real-time thermal judgment by color and fluidity observation, Safe manual pouring control in hazardous conditions, Physical inspection of molds and removal of slag, Loading and operating high-temperature equipment.
Lean into Molten metal handling safety, Metallurgical process knowledge, Equipment calibration and maintenance, Quality inspection of castings, Foundry operations. Consider roles such as Foundry Supervisor or Metallurgical Technician or Quality Assurance Inspector (Metals).
Tasks, skills and AI-exposure for this role were reviewed by an AI model against its O*NET task profile (curated roles use published research anchors). Pay and employment, where shown, are U.S. BLS OEWS (May 2024) figures. This is an estimate, not a prediction about any individual's job. Compare all occupations.