medium risk
Materials Scientistsvs
64 shared · 20 different
core competencies
medium risk
Petroleum EngineersSide-by-Side Comparison
Petroleum Engineers leads 5–0| Metric | Materials Scientists | Petroleum Engineers |
|---|---|---|
| Risk Score | 34.3% | 28.3% |
| Risk Tier | Medium Risk | Medium Risk |
| Risk Percentile | 63th | 31th |
| Tasks at Risk (>50%) | 8 / 15 | 5 / 15 |
| Median Salary | $104,160 | $141,280 |
| Employment | 8K | 19K |
Skill Comparison
|
Sorted by largest difference
Chemistry
Inspecting Equipment, Structures, or Material
Controlling Machines and Processes
Science
Communicating with Persons Outside Organization
Thinking Creatively
Physics
Training and Teaching Others
English Language
Updating and Using Relevant Knowledge
CoordinationAI-Resistant
Production and Processing
Protective Factors
Higher values indicate stronger protection against AI displacement
Materials Scientists
31%
total discount
Petroleum Engineers
31%
total discount
Task Risk Comparison
Tasks sorted by AI automation risk — higher means more automatable
Materials Scientists
8 of 15 at risk77%Test individual parts and products to ensure that manufacturer and governmental quality and safety standards are met.
70%Test metals to determine conformance to specifications of mechanical strength, strength-weight ratio, ductility, magnetic and electrical properties, and resistance to abrasion, corrosion, heat, and cold.
68%Prepare reports, manuscripts, proposals, and technical manuals for use by other scientists and requestors, such as sponsors and customers.
55%Recommend materials for reliable performance in various environments.
53%Write research papers for publication in scientific journals.
Petroleum Engineers
5 of 15 at risk86%Maintain records of drilling and production operations.
86%Write technical reports for engineering and management personnel.
51%Analyze data to recommend placement of wells and supplementary processes to enhance production.
51%Monitor production rates, and plan rework processes to improve production.
51%Simulate reservoir performance for different recovery techniques, using computer models.
Wage Comparison
Petroleum Engineers earns +$37,120(+36%) vs Materials Scientists
Materials ScientistsPetroleum Engineers
10th
$61,460$78,840
25th
$79,980$107,330
Median
$104,160$141,280
75th
$134,140$191,100
90th
$168,500$228,790
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Head-to-head task automation timeline
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Risk-adjusted salary comparison
Combined protective factor strategy
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