How first-line supervisors of mechanics, installers, and repairers are reshaped as AGI capability advances.

About 50% of the work in First-Line Supervisors of Mechanics, Installers, and Repairers 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: The UNSPSC tool distribution is exclusively software (30 tools in segment 43), indicating heavy digital orchestration and coordination. However, top work activities like 'Operating Vehicles, Mechanized Devices, or Equipment' (4.00) and 'Inspecting Equipment, Structures, or Materials' (3.99) firmly anchor the role in hands-on physical oversight. This blend of desk-based planning (E-Mail 4.41, Telephone 4.84) and on-site mechanical interaction places the occupation squarely in the hybrid band.
grounded in the economy graph · digital scalar 0.50 · hybrid
Read as an executable program — the work decomposed into Code, Generative, Agentic, and Human.
The work of First-Line Supervisors of Mechanics, Installers, and Repairers engages 41 activities — the executable steps that, decomposed, reveal what becomes Code, what stays Human.
+29 more via engagesIn
First-Line Supervisors of Mechanics, Installers, and Repairers 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 Mechanics, Installers, and Repairers performs 22 tasks on the graph — the atomic work units that become the job description for a digital employee, promoted to autonomy on track record.
+10 more via performs
First-Line Supervisors of Mechanics, Installers, and Repairers is typically employed by 489 company types — the demand side that decides which of this role's tasks get handed to agents, and on what authority.
+477 more via typicallyEmploys
First-Line Supervisors of Mechanics, Installers, and Repairers is employed across 335 settings — the places where this role's work is done, and where digital employees first sit beside the humans.
+323 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 Mechanics, Installers, and Repairers uses 12 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.
First-Line Supervisors of Mechanics, Installers, and Repairers relies on 44 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.
+32 more via uses
The software First-Line Supervisors of Mechanics, Installers, and Repairers 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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