Deductive Reasoning

AI Impact: 54 / 100AbilitieCognitive

54/ 100

AI Impact Score

Partial Automation Likely

Risk Band

894

Occupations Using

3.50/ 5

Avg Importance

How AI Impact Is Derived

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

Top Occupations Using Deductive Reasoning

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

Rank	Occupation	Major Group	AI Score	Importance	Level	Median Wage
1	Judges, Magistrate Judges, and Magistrates	Legal Occupations	70	4.6 / 5	5.0 / 7	$156,210
2	Physicists	Life, Physical, and Social Science Occupations	71	4.1 / 5	5.5 / 7	$166,290
3	Preventive Medicine Physicians	Healthcare Practitioners and Technical Occupations	41	4.4 / 5	5.1 / 7	N/A
4	Marine Engineers and Naval Architects	Architecture and Engineering Occupations	51	4.3 / 5	5.3 / 7	$105,670
5	Education Administrators, Kindergarten through Secondary	Management Occupations	56	4.5 / 5	4.9 / 7	$104,070
6	Neurologists	Healthcare Practitioners and Technical Occupations	41	4.4 / 5	5.0 / 7	N/A
7	Anesthesiologists	Healthcare Practitioners and Technical Occupations	41	4.5 / 5	4.8 / 7	N/A
8	Emergency Medicine Physicians	Healthcare Practitioners and Technical Occupations	41	4.4 / 5	4.9 / 7	N/A
9	Physicians, Pathologists	Healthcare Practitioners and Technical Occupations	41	4.1 / 5	5.1 / 7	N/A
10	Obstetricians and Gynecologists	Healthcare Practitioners and Technical Occupations	41	4.3 / 5	4.9 / 7	N/A
11	Neuropsychologists	Life, Physical, and Social Science Occupations	53	4.3 / 5	4.9 / 7	$117,580
12	Dermatologists	Healthcare Practitioners and Technical Occupations	41	4.1 / 5	5.0 / 7	N/A
13	General Internal Medicine Physicians	Healthcare Practitioners and Technical Occupations	45	4.1 / 5	5.0 / 7	$236,350
14	Hospitalists	Healthcare Practitioners and Technical Occupations	62	4.1 / 5	5.0 / 7	N/A
15	Epidemiologists	Life, Physical, and Social Science Occupations	52	4.1 / 5	5.0 / 7	$83,980
16	Naturopathic Physicians	Healthcare Practitioners and Technical Occupations	43	4.1 / 5	5.0 / 7	$113,730
17	Photonics Engineers	Architecture and Engineering Occupations	52	4.0 / 5	5.1 / 7	$117,750
18	Radiologists	Healthcare Practitioners and Technical Occupations	41	4.4 / 5	4.6 / 7	N/A
19	Urologists	Healthcare Practitioners and Technical Occupations	41	4.3 / 5	4.8 / 7	N/A
20	Allergists and Immunologists	Healthcare Practitioners and Technical Occupations	41	4.3 / 5	4.8 / 7	N/A

Related Abilities in Cognitive

Deductive Reasoning

How AI Impact Is Derived

Top Occupations Using Deductive Reasoning

Related Abilities in Cognitive

Mathematical Reasoning

Number Facility

Written Expression