First-Line Supervisors of Helpers
Transportation and Material Moving0%
AI Risk
80% AI risk — High risk level
High Risk
80% • High exposure
Based on task-level analysis (O*NET)
AI Impact Assessment
This job has a high likelihood of being significantly impacted by AI automation in the coming years.
First-Line Supervisors of Helpers with an AI automation risk score of 80%. Analysis includes 0 core tasks.
Why This Score?
- High exposure to routine, predictable tasks
Safer Career Paths
First-Line Supervisors of Material-Moving Machine and Vehicle Operators
Low Risk
32% AI Risk
Human-centered work and decision ownership.
First-Line Supervisors of Production and Operating Workers
Low Risk
17% AI Risk
Human-centered work and decision ownership.
First-Line Supervisors of Office and Administrative Support Workers
Low Risk
30% AI Risk
Human-centered work and decision ownership.
Key Tasks
and Material Movers
Risk: 2083000%
and Material Movers
Risk: 856200%
and Material Movers
Risk: 856300%
and Material Movers
Risk: 856600%
and Material Movers
Risk: 857300%
and Material Movers
Risk: 857000%
and Material Movers
Risk: 856400%
and Material Movers
Risk: 856100%
Upskilling Courses
Data Sources
Analysis based on O*NET data
Method: rule+context+activity+calibration