How derrick operators, oil and gas are reshaped as AGI capability advances.

Only about 5% of Derrick Operators, Oil and Gas 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: The vast majority of tools used belong to physical segments like mining/drilling machinery (seg 20) and material handling (seg 24) with a 0.00 digital prior. Work activities are intensely hands-on, led by Controlling Machines and Processes (4.45) and Repairing and Maintaining Mechanical Equipment (4.19). Furthermore, the work context involves extreme physical environments characterized by Outdoors (4.99), Exposed to Hazardous Equipment (4.83), and requiring safety gear (5.00), pointing to a strictly physical role.
grounded in the economy graph · digital scalar 0.05 · physical
Read as an executable program — the work decomposed into Code, Generative, Agentic, and Human.
The work of Derrick Operators, Oil and Gas engages 41 activities — the executable steps that, decomposed, reveal what becomes Code, what stays Human.
+29 more via engagesIn
Derrick Operators, Oil and Gas 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.
Derrick Operators, Oil and Gas performs 15 tasks on the graph — the atomic work units that become the job description for a digital employee, promoted to autonomy on track record.
+3 more via performs
Derrick Operators, Oil and Gas is employed across 10 settings — the places where this role's work is done, and where digital employees first sit beside the humans.
The software here going agent-consumable — where the API, not the UI, becomes the way the work gets done.
Derrick Operators, Oil and Gas uses 68 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.
+56 more via usesTool
Derrick Operators, Oil and Gas relies on 5 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.
The software Derrick Operators, Oil and Gas 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.
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