Inductive Reasoning

AI Impact: 54 / 100AbilitieCognitive

54/ 100

AI Impact Score

Partial Automation Likely

Risk Band

894

Occupations Using

3.42/ 5

Avg Importance

How AI Impact Is Derived

The AI Impact Score for Inductive Reasoning 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 Inductive Reasoning at high levels receive more weight in the calculation, yielding a score of 54 / 100 (Partial Automation Likely).

Top Occupations Using Inductive Reasoning

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

Rank	Occupation	Major Group	AI Score	Importance	Level	Median Wage
1	Physicians, Pathologists	Healthcare Practitioners and Technical Occupations	41	4.8 / 5	5.9 / 7	N/A
2	Pediatricians, General	Healthcare Practitioners and Technical Occupations	45	4.8 / 5	5.3 / 7	$210,130
3	Neurologists	Healthcare Practitioners and Technical Occupations	41	4.5 / 5	5.5 / 7	N/A
4	Preventive Medicine Physicians	Healthcare Practitioners and Technical Occupations	41	4.4 / 5	5.6 / 7	N/A
5	Hospitalists	Healthcare Practitioners and Technical Occupations	62	4.5 / 5	5.4 / 7	N/A
6	Obstetricians and Gynecologists	Healthcare Practitioners and Technical Occupations	41	4.5 / 5	5.4 / 7	N/A
7	Emergency Medicine Physicians	Healthcare Practitioners and Technical Occupations	41	4.4 / 5	5.5 / 7	N/A
8	Neuropsychologists	Life, Physical, and Social Science Occupations	53	4.4 / 5	5.4 / 7	$117,580
9	General Internal Medicine Physicians	Healthcare Practitioners and Technical Occupations	45	4.3 / 5	5.4 / 7	$236,350
10	Ophthalmologists, Except Pediatric	Healthcare Practitioners and Technical Occupations	41	4.3 / 5	5.4 / 7	N/A
11	Physicists	Life, Physical, and Social Science Occupations	71	4.1 / 5	5.5 / 7	$166,290
12	Radiologists	Healthcare Practitioners and Technical Occupations	41	4.5 / 5	5.0 / 7	N/A
13	Urologists	Healthcare Practitioners and Technical Occupations	41	4.3 / 5	5.3 / 7	N/A
14	Biochemists and Biophysicists	Life, Physical, and Social Science Occupations	51	4.3 / 5	5.3 / 7	$103,650
15	Molecular and Cellular Biologists	Life, Physical, and Social Science Occupations	51	4.1 / 5	5.4 / 7	$93,330
16	Epidemiologists	Life, Physical, and Social Science Occupations	52	4.4 / 5	5.0 / 7	$83,980
17	Dermatologists	Healthcare Practitioners and Technical Occupations	41	4.1 / 5	5.3 / 7	N/A
18	Medical Scientists, Except Epidemiologists	Life, Physical, and Social Science Occupations	52	4.1 / 5	5.3 / 7	$100,590
19	Dentists, General	Healthcare Practitioners and Technical Occupations	44	4.1 / 5	5.3 / 7	$172,790
20	Judges, Magistrate Judges, and Magistrates	Legal Occupations	70	4.3 / 5	5.0 / 7	$156,210

Related Abilities in Cognitive

Inductive Reasoning

How AI Impact Is Derived

Top Occupations Using Inductive Reasoning

Related Abilities in Cognitive

Mathematical Reasoning

Number Facility

Written Expression