First-Line Supervisors of Helpers, Laborers, and Material Movers, Hand

Directly supervise and coordinate the activities of helpers, laborers, or material movers, hand.

Our AI-durability model gives First-Line Supervisors of Helpers, Laborers, and Material Movers, Hand a score of 0.23 on a 0-1 scale (higher = more exposure). That places it at low AI exposure — the role's core work resists current-generation automation. It's a comparatively AI-durable choice within its field.

First-Line Supervisors of Helpers, Laborers, and Material Movers, Hand has moderate barrier to entry — moderately gated — a bachelor's degree or equivalent training is typically required.