Skip to main content

Category Flexibility

AI Impact: 54 / 100AbilitieCognitive
54/ 100
AI Impact Score
Partial Automation Likely
Risk Band
894
Occupations Using
3.14/ 5
Avg Importance

How AI Impact Is Derived

The AI Impact Score for Category Flexibility is derived by computing a weighted average of the AI exposure scores of all 894 occupations that use this ability. The weights are proportional to how important this ability is and at what level it is required within each occupation. Occupations that rely heavily on Category Flexibility at high levels receive more weight in the calculation, yielding a score of 54 / 100 (Partial Automation Likely).

Top Occupations Using Category Flexibility

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

RankOccupationAI Score
1Biochemists and Biophysicists51
2Biologists51
3Chemical Engineers55
4Physicists71
5Materials Engineers53
6Microbiologists51
7Molecular and Cellular Biologists51
8Nanosystems Engineers51
9Epidemiologists52
10Manufacturing Engineers53
11Preventive Medicine Physicians41
12Medical Scientists, Except Epidemiologists52
13Geoscientists, Except Hydrologists and Geographers50
14Architects, Except Landscape and Naval51
15Materials Scientists53
16Chemists50
17Neurologists41
18Nanotechnology Engineering Technologists and Technicians49
19Marine Engineers and Naval Architects51
20Photonics Engineers52