medium risk
Materials Scientistsvs
63 shared · 24 different
core competencies
medium risk
Industrial EngineersSide-by-Side Comparison
Materials Scientists leads 5–0| Metric | Materials Scientists | Industrial Engineers |
|---|---|---|
| Risk Score | 34.3% | 35.9% |
| Risk Tier | Medium Risk | Medium Risk |
| Risk Percentile | 63th | 68th |
| Tasks at Risk (>50%) | 8 / 15 | 9 / 15 |
| Median Salary | $104,160 | $101,140 |
| Employment | 8K | 350K |
Skill Comparison
|
Sorted by largest difference
Chemistry
Physics
Production and Processing
Inspecting Equipment, Structures, or Material
Analyzing Data or Information
Operations Analysis
Drafting, Laying Out, and Specifying Technical Devices, Parts, and Equipment
Updating and Using Relevant Knowledge
Interpreting the Meaning of Information for Others
Getting Information
Customer and Personal Service
Developing Objectives and Strategies
Protective Factors
Higher values indicate stronger protection against AI displacement
Materials Scientists
31%
total discount
Industrial 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.
Industrial Engineers
9 of 15 at risk87%Complete production reports, purchase orders, and material, tool, and equipment lists.
85%Regulate and alter workflow schedules according to established manufacturing sequences and lead times to expedite production operations.
85%Record or oversee recording of information to ensure currency of engineering drawings and documentation of production problems.
55%Apply statistical methods and perform mathematical calculations to determine manufacturing processes, staff requirements, and production standards.
53%Review production schedules, engineering specifications, orders, and related information to obtain knowledge of manufacturing methods, procedures, and activities.
Wage Comparison
Industrial Engineers earns -$3,020(-3%) vs Materials Scientists
Materials ScientistsIndustrial Engineers
10th
$61,460$70,000
25th
$79,980$81,910
Median
$104,160$101,140
75th
$134,140$127,480
90th
$168,500$157,140
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Head-to-head task automation timeline
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Career transition paths from each job
Risk-adjusted salary comparison
Combined protective factor strategy
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