medium risk
Helpers--Extraction Workersvs
71 shared · 27 different
core competencies
Side-by-Side Comparison
Excavating and Loading Machine and Dragline Operators leads 3–1| Metric | Helpers--Extraction Workers | Excavating and Loading Machine and Dragline Operators |
|---|---|---|
| Risk Score | 27.9% | 22.7% |
| Risk Tier | Medium Risk | Low Risk |
| Risk Percentile | 29th | 13th |
| Tasks at Risk (>50%) | 3 / 14 | 5 / 15 |
| Median Salary | $48,400 | N/A |
| Employment | 7K | N/A |
Skill Comparison
|
Sorted by largest difference
Monitoring and Controlling Resources
Interpreting the Meaning of Information for Others
Analyzing Data or Information
Repairing and Maintaining Electronic Equipment
Assisting and Caring for Others
Repairing and Maintaining Mechanical Equipment
Developing Objectives and Strategies
Transportation
Documenting/Recording Information
Building and Construction
Mechanical
Estimating the Quantifiable Characteristics of Products, Events, or Information
Protective Factors
Higher values indicate stronger protection against AI displacement
Helpers--Extraction Workers
30%
total discount
Excavating and Loading Machine and Dragline Operators
28%
total discount
Task Risk Comparison
Tasks sorted by AI automation risk — higher means more automatable
Helpers--Extraction Workers
3 of 14 at risk77%Observe and monitor equipment operation during the extraction process to detect any problems.
69%Collect and examine geological matter, using hand tools and testing devices.
53%Drive moving equipment to transport materials and parts to excavation sites.
49%Dig trenches.
45%Signal workers to start geological material extraction or boring.
Excavating and Loading Machine and Dragline Operators
5 of 15 at risk86%Receive written or oral instructions regarding material movement or excavation.
84%Become familiar with digging plans, machine capabilities and limitations, and with efficient and safe digging procedures in a given application.
84%Measure and verify levels of rock or gravel, bases, or other excavated material.
53%Move materials over short distances, such as around a construction site, factory, or warehouse.
51%Adjust dig face angles for varying overburden depths and set lengths.
Wage Comparison
Helpers--Extraction WorkersExcavating and Loading Machine and Dragline Operators
10th
$35,770N/A
25th
$39,980N/A
Median
$48,400N/A
75th
$57,560N/A
90th
$68,240N/A
Premium Head-to-Head Analysis
Displacement Timeline Comparison
Helpers--Extraction Workers2028–2035
Excavating and Loading Machine and Dragline Operators2028–2035
20242030203520402045
Excavating and Loading Machine and Dragline Operators has a longer runway before significant displacement, projected 0 years later than Helpers--Extraction Workers.
Transition Feasibility
1%
Skill Overlap
Low overlap — significant retraining needed for transition
0
Unique to Helpers--Extraction
0
Unique to Excavating
Combined Protection Strategy
Regardless of which path you choose, focus on these protective factors
Decision Complexity
Fine Manipulation
Regulatory Barriers
Creativity
Helpers--Extraction WorkersExcavating and Loading Machine and Dragline Operators