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Biology

AI Impact: 49 / 100Knowledge AreaKnowledge
49/ 100
AI Impact Score
Partial Automation Likely
Risk Band
550
Occupations Using
2.28/ 5
Avg Importance

How AI Impact Is Derived

The AI Impact Score for Biology is derived by computing a weighted average of the AI exposure scores of all 550 occupations that use this knowledge. The weights are proportional to how important this knowledge is and at what level it is required within each occupation. Occupations that rely heavily on Biology at high levels receive more weight in the calculation, yielding a score of 49 / 100 (Partial Automation Likely).

Top Occupations Using Biology

Ranked by how intensely this knowledge is used (importance × level).

RankOccupationAI Score
1Biological Science Teachers, Postsecondary56
2Geneticists51
3Molecular and Cellular Biologists51
4Biologists51
5Bioinformatics Scientists51
6Biochemists and Biophysicists51
7Medical Scientists, Except Epidemiologists52
8Microbiologists51
9Zoologists and Wildlife Biologists49
10Animal Scientists50
11Physician Assistants45
12Urologists41
13Physicians, Pathologists41
14Genetic Counselors48
15Hospitalists62
16Veterinarians44
17General Internal Medicine Physicians45
18Biological Technicians48
19Family Medicine Physicians45
20Preventive Medicine Physicians41