Extraction Workers, All Other
How extraction workers, all other are reshaped as AGI capability advances.
The bottom line
Only about 0% of Extraction Workers, All Other 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: Although specific tools and work context attributes are unpopulated for this long-tail occupation, the deterministic code prior for SOC 47 (Construction and Extraction Occupations) sits at 0.00. The anchored description confirms this role entails hands-on labor in mineral and coal mining environments, firmly placing it in the pure physical band.
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, All Other is typically employed by 8 company types — the demand side that decides which of this role's tasks get handed to agents, and on what authority.
Extraction Workers, All Other is employed across 18 settings — the places where this role's work is done, and where digital employees first sit beside the humans.
+6 more via employs
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, All Other relies on 3 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.
- Atypical Hazard Safety
- Bagging Line Throughput Bottlenecks
- Bespoke Machinery Operator Recruitment
- Custom Extraction Rig Downtime
- Equipment CapEx Financing
- Extraction Chemical Procurement
- Extraction Equipment Downtime
- Extraction Worker Attrition Rates
- Extreme Physical Toll Turnover
- Inaccurate Well Stimulation Pumping
+14 more problems on the graph
Where Extraction Workers, All Other sits
Related articles
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Recent capability events
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Problems
- Bagging Line Throughput Bottlenecksops
- Inaccurate Well Stimulation Pumpingops
- Incomplete MSHA Safety Logscompliance
- Extraction Worker Attrition Ratestalent
- Material Transfer Loading Delayssupply-chain
- Unplanned Auxiliary Equipment Downtimecapital
Opportunities
- Voice Safety LoggingAgent
- Predictive Maintenance DispatchHeadless SaaS
- Well Pumping OptimizationAgent
- Contingent Labor StaffingService-as-Software