Side-by-Side Comparison
Materials Engineers leads 5–0| Metric | Materials Engineers | Hydrologists |
|---|---|---|
| Risk Score | 31.7% | 31.9% |
| Risk Tier | Medium Risk | Medium Risk |
| Risk Percentile | 49th | 50th |
| Tasks at Risk (>50%) | 6 / 15 | 7 / 15 |
| Median Salary | $108,310 | $92,060 |
| Employment | 23K | 6K |
Skill Comparison
|
Sorted by largest difference
Inspecting Equipment, Structures, or Material
Chemistry
Mechanical
Design
Engineering and Technology
Biology
Operations Analysis
Controlling Machines and Processes
Interpreting the Meaning of Information for Others
Communicating with Persons Outside Organization
Protective Factors
Higher values indicate stronger protection against AI displacement
Materials Engineers
31%
total discount
Hydrologists
32%
total discount
Task Risk Comparison
Tasks sorted by AI automation risk — higher means more automatable
Materials Engineers
6 of 15 at risk86%Perform managerial functions, such as preparing proposals and budgets, analyzing labor costs, and writing reports.
84%Monitor material performance and evaluate material deterioration.
76%Conduct or supervise tests on raw materials or finished products to ensure their quality.
53%Review new product plans and make recommendations for material selection, based on design objectives such as strength, weight, heat resistance, electrical conductivity, and cost.
51%Evaluate technical specifications and economic factors relating to process or product design objectives.
Hydrologists
7 of 15 at risk86%Measure and graph phenomena such as lake levels, stream flows, and changes in water volumes.
59%Prepare reports or presentations describing research results, using illustrations, maps, appendices, and other information.
55%Develop computer models for hydrologic predictions.
51%Conduct research and communicate information to promote the conservation and preservation of water resources.
51%Study public water supply issues, including flood and drought risks, water quality, wastewater, and impacts on wetland habitats.
Wage Comparison
Hydrologists earns -$16,250(-15%) vs Materials Engineers
Materials EngineersHydrologists
10th
$68,040$60,010
25th
$85,820$73,330
Median
$108,310$92,060
75th
$138,370$114,940
90th
$172,000$139,420
Premium Head-to-Head Analysis
Displacement Timeline Comparison
Materials Engineers2028–2035
Hydrologists2028–2035
20242030203520402045
Materials Engineers has a longer runway before significant displacement, projected 0 years later than Hydrologists.
Risk-Adjusted Salary
Salary weighted by displacement risk: salary × (1 − risk%)
Materials Engineers
$73,987
from $108,310
Hydrologists
$62,739
from $92,060
After adjusting for AI risk, Materials Engineers offers $11,248 more in risk-adjusted pay.
Transition Feasibility
1%
Skill Overlap
Low overlap — significant retraining needed for transition
0
Unique to Materials
0
Unique to Hydrologists
Combined Protection Strategy
Regardless of which path you choose, focus on these protective factors
Fine Manipulation
Regulatory Barriers
Decision Complexity
Social Intelligence
Materials EngineersHydrologists