Train and educate functional employees
How train and educate functional employees are reshaped as AGI capability advances.
The bottom line
About 50% of the work in Train and educate functional employees 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: Because no child occupations are seeded, the scalar is derived from the composite's LENS prior ('Manage environmental health and safety (EHS)') and its description. The description explicitly blends physical ('on-the-job training sessions') and digital ('online training') delivery methods. Anchored in an EHS context, this process requires both on-site hands-on safety instruction and digital administration, placing it firmly at the center of the hybrid band.
grounded in the economy graph · digital scalar 0.50 · hybrid
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How the work flows
Trigger: A skills gap, compliance mandate, onboarding event, or role change triggers the need for specific employee training.
- Identify specific training requirements
- Assign appropriate learning modules or workshops
- Deliver the instructional content
- Administer knowledge or skills assessments
- Record completion in the learning management system
- Collect feedback on training effectiveness
Outcome: The employee completes the curriculum, demonstrates required competencies, and has their official training record updated.