Research and Development in the Physical, Engineering and Life Sciences

# 345 overall · better than 77.5% of other industries
1.5/5Moderate Risk
AInxiety Score™
0/5
Complexity
1/5
Regulatory Compliance
1/5
Capex Requirements
1/5
Workforce Flexibility
2/5
Adaptability
3/5
Data Intensity
Due to the high complexity and need for specialized expertise, the Research and Development in the Physical, Engineering, and Life Sciences industry has limited potential for full AI displacement. Regulatory and capital investment barriers, along with the specialized workforce, further constrain the applicability of AI, despite some potential in data-driven and analytical components.

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Research and Development in the Physical, Engineering and Life Sciences

Are you concerned about AI disrupting this industry?

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Risk composition of jobs in this industry

859,810 jobs in Research and Development in the Physical, Engineering and Life Sciences

1.9%

16,420

0.9%

7,380

0.5%

4,030

0.4%

39,660

0.2%

17,910

0.1%

620

0.0%

140

0.0%

660

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