How molders, shapers, and casters, except metal and plastic are reshaped as AGI capability advances.

Only about 15% of Molders, Shapers, and Casters, Except Metal and Plastic is information work today — the rest is physical, and moves slowly. The exposure is concentrated in the back office: the books, the paperwork, the scheduling, the marketing.
Why: Despite using some IT and CAD/CAM software (13 tools in segment 43), the occupation's core work is intensely hands-on. Top Work Activities like 'Handling and Moving Objects' (4.10) and 'Performing General Physical Activities' (4.09) pair with defining Work Contexts such as 'Wear Common Protective or Safety Equipment' (4.96) and 'Spend Time Using Your Hands...' (4.59) to place this role firmly in the physical band.
grounded in the economy graph · digital scalar 0.15 · physical
Read as an executable program — the work decomposed into Code, Generative, Agentic, and Human.
The work of Molders, Shapers, and Casters, Except Metal and Plastic engages 41 activities — the executable steps that, decomposed, reveal what becomes Code, what stays Human.
+29 more via engagesIn
Molders, Shapers, and Casters, Except Metal and Plastic involves 41 work activities — the generalized motions beneath the role, each scored against the AI-deliverability frontier.
+29 more via involvesActivity
Which of this work becomes digital labor — performed under typed authority, promoted to autonomy on track record.
Molders, Shapers, and Casters, Except Metal and Plastic performs 79 tasks on the graph — the atomic work units that become the job description for a digital employee, promoted to autonomy on track record.
+67 more via performs
Molders, Shapers, and Casters, Except Metal and Plastic is typically employed by 36 company types — the demand side that decides which of this role's tasks get handed to agents, and on what authority.
+24 more via typicallyEmploys
Molders, Shapers, and Casters, Except Metal and Plastic is employed across 57 settings — the places where this role's work is done, and where digital employees first sit beside the humans.
+45 more via employs
The software here going agent-consumable — where the API, not the UI, becomes the way the work gets done.
Molders, Shapers, and Casters, Except Metal and Plastic uses 151 tools today. As each gains an agent-consumable surface (API / MCP / SDK), the human UI stops being the only way in — and the work routes straight to an agent.
+139 more via usesTool
Molders, Shapers, and Casters, Except Metal and Plastic relies on 22 products. The headless dimension of each — whether an agent can call it without a screen — is what decides how much of this work goes hands-free.
+10 more via uses
The software Molders, Shapers, and Casters, Except Metal and Plastic reaches for already exposes 12 agent-callable actions (via uses → exposedBy) — typed surfaces an agent invokes directly, no human screen in the loop. The work routes to the API, not the UI.
Node-intrinsic problems read straight off the graph (exposesProblem) — the evergreen wedges a builder could take into this space.
+18 more problems on the graph
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