How first-line supervisors of construction trades and extraction workers are reshaped as AGI capability advances.

About 45% of the work in First-Line Supervisors of Construction Trades and Extraction Workers is information-shaped and increasingly AI-deliverable, with the rest a hybrid of judgment and hands-on work. The automation frontier runs straight through the middle of this role.
Why: While all 30 listed tools fall into IT/software (UNSPSC segment 43, prior=0.85) such as Oracle Primavera and MS Office for orchestration, this role requires significant physical presence on job sites. High Work Activity scores for 'Inspecting Equipment, Structures, or Materials' (4.11) and Work Context scores for 'Wear Common Protective or Safety Equipment' (4.90) strongly anchor the occupation in the physical world, making it a distinctly hybrid blend of digital project management and on-site oversight.
grounded in the economy graph · digital scalar 0.45 · hybrid
Read as an executable program — the work decomposed into Code, Generative, Agentic, and Human.
The work of First-Line Supervisors of Construction Trades and Extraction Workers engages 41 activities — the executable steps that, decomposed, reveal what becomes Code, what stays Human.
+29 more via engagesIn
First-Line Supervisors of Construction Trades and Extraction Workers 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.
First-Line Supervisors of Construction Trades and Extraction Workers performs 30 tasks on the graph — the atomic work units that become the job description for a digital employee, promoted to autonomy on track record.
+18 more via performs
First-Line Supervisors of Construction Trades and Extraction Workers is typically employed by 288 company types — the demand side that decides which of this role's tasks get handed to agents, and on what authority.
+276 more via typicallyEmploys
First-Line Supervisors of Construction Trades and Extraction Workers is employed across 188 settings — the places where this role's work is done, and where digital employees first sit beside the humans.
+176 more via employs
The software here going agent-consumable — where the API, not the UI, becomes the way the work gets done.
First-Line Supervisors of Construction Trades and Extraction Workers uses 175 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.
+163 more via usesTool
First-Line Supervisors of Construction Trades and Extraction Workers relies on 45 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.
+33 more via uses
The software First-Line Supervisors of Construction Trades and Extraction Workers 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.
+2 more problems on the graph
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