Extraction Workers
How extraction workers are reshaped as AGI capability advances.
The bottom line
Only about 0% of Extraction Workers 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: Because specific tool and work activity signals are absent from the grounding block, the scalar relies on the deterministic SOC code prior of 0.00. This is supported by the occupation's seeded employment data in Coal Mining, Metal Ore Mining, and Quarrying, which confirms the role consists of entirely physical, value-producing field labor.
grounded in the economy graph · digital scalar 0.00 · physical
Autonomous Agents as digital employees
Which of this work becomes digital labor — performed under typed authority, promoted to autonomy on track record.
Extraction Workers is typically employed by 173 company types — the demand side that decides which of this role's tasks get handed to agents, and on what authority.
+161 more via typicallyEmploys
Headless SaaS for Agents
The software here going agent-consumable — where the API, not the UI, becomes the way the work gets done.
Extraction Workers relies on 4 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 problems this exposes
Node-intrinsic problems read straight off the graph (exposesProblem) — the evergreen wedges a builder could take into this space.
- Depleting Site Yield Optimization
- Drill Consumables Sourcing
- Drill Path Deviation
- Explosives Handling Compliance
- Extracted Ore Hauling Bottlenecks
- Harsh-Site Worker Turnover
- Harsh Environment Worker Attrition
- Heavy Machinery Unplanned Downtime
- High-Wear Asset Replacement
- Idle Rig Capital
+4 more problems on the graph
Browse within Extraction Workers
- Derrick, Rotary Drill, and Service Unit Operators, Oil and Gas3 →
- Explosives Workers, Ordnance Handling Experts, and Blasters
- Extraction Workers, All Other
- Helpers--Extraction Workers
- Rock Splitters, Quarry
- Roustabouts, Oil and Gas
- Surface Mining Machine Operators and Earth Drillers2 →
- Underground Mining Machine Operators4 →
Related articles
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Recent capability events
No capability events for this entity yet.
Problems
- Drill Path Deviationops
- Harsh-Site Worker Turnovertalent
- Explosives Handling Compliancecompliance
- Unplanned Rig Downtimeops
- Drill Consumables Sourcingsupply-chain
- Idle Rig Capitalcapital
- Structural Reinforcement Failuresops
Opportunities
- Predictive Rig MaintenanceAgent
- Explosives Audit AutomationHeadless SaaS
- Geosteering as a ServiceService-as-Software
- AI Procurement DeskAgent