Natural Sciences Managers
Plan, direct, or coordinate activities in such fields as life sciences, physical sciences, mathematics, statistics, and research and development in these fields.
AI Impact Summary
Natural Sciences Managers faces moderate AI displacement risk with a score of 31/100. This occupation has higher AI displacement risk than 15% of all analyzed occupations. Of 16 analyzed tasks, 1 are highly automatable, particularly routine cognitive tasks. Strong protective factors — including social intelligence, creativity, or regulatory barriers — significantly reduce effective risk.
Skill Impact Analysis
6
AI-Vulnerable
7
AI-Resistant
5
AI-Augmented
AI-Vulnerable
High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.
High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.
AI-Resistant
Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.
Coordination is AI-resistant — strengthening this skill provides durable career protection.
Education & Training
Percentage of workers at each education and training level
Education Level
Prior Experience Needed
Work experience required to enter this job
Training Provided After Hiring
How long it typically takes to learn on the job
How AI Impacts Each Task
16 tasks analyzed
Confer with scientists, engineers, regulators, or others to plan or review projects or to provide technical assistance.
Develop client relationships and communicate with clients to explain proposals, present research findings, establish specifications, or discuss project status.
Plan or direct research, development, or production activities.
Review project activities and prepare and review research, testing, or operational reports.
Develop or implement policies, standards, or procedures for the architectural, scientific, or technical work performed to ensure regulatory compliance or operations enhancement.
| Task | AI Capability | Risk | Time % |
|---|---|---|---|
| Confer with scientists, engineers, regulators, or others to plan or review projects or to provide technical assistance. | 15 | 21.0% | 10% |
| Develop client relationships and communicate with clients to explain proposals, present research findings, establish specifications, or discuss project status. | 10 | 19.0% | 8% |
| Plan or direct research, development, or production activities. | 45 | 45.0% | 10% |
| Review project activities and prepare and review research, testing, or operational reports. | 70 | 55.0% | 8% |
| Develop or implement policies, standards, or procedures for the architectural, scientific, or technical work performed to ensure regulatory compliance or operations enhancement. | 55 | 49.0% | 7% |
Protective Factors
Total protective discount: 25.5%
Essential Soft Skills
Traits that are hard for AI to replicate
Wage & Employment (2024)
Median Wage
$161,180
per year
Mean Wage
$173,500
per year
Employment
101K
workers
Wage Range
$79,830 - $239,200
10th - 90th pct
Wage Distribution
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