Problem Sensitivity

AI Impact: 53 / 100AbilitieCognitive

53/ 100

AI Impact Score

Partial Automation Likely

Risk Band

894

Occupations Using

3.60/ 5

Avg Importance

How AI Impact Is Derived

The AI Impact Score for Problem Sensitivity 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 Problem Sensitivity at high levels receive more weight in the calculation, yielding a score of 53 / 100 (Partial Automation Likely).

Top Occupations Using Problem Sensitivity

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

Rank	Occupation	Major Group	AI Score	Importance	Level	Median Wage
1	Obstetricians and Gynecologists	Healthcare Practitioners and Technical Occupations	41	5.0 / 5	5.9 / 7	N/A
2	Anesthesiologists	Healthcare Practitioners and Technical Occupations	41	5.0 / 5	5.5 / 7	N/A
3	Family Medicine Physicians	Healthcare Practitioners and Technical Occupations	45	5.0 / 5	5.3 / 7	$238,380
4	Physicians, Pathologists	Healthcare Practitioners and Technical Occupations	41	4.4 / 5	5.8 / 7	N/A
5	Urologists	Healthcare Practitioners and Technical Occupations	41	4.8 / 5	5.3 / 7	N/A
6	General Internal Medicine Physicians	Healthcare Practitioners and Technical Occupations	45	4.4 / 5	5.6 / 7	$236,350
7	Neurologists	Healthcare Practitioners and Technical Occupations	41	4.3 / 5	5.8 / 7	N/A
8	Ophthalmologists, Except Pediatric	Healthcare Practitioners and Technical Occupations	41	4.3 / 5	5.6 / 7	N/A
9	Nurse Anesthetists	Healthcare Practitioners and Technical Occupations	46	4.8 / 5	5.0 / 7	$223,210
10	Airline Pilots, Copilots, and Flight Engineers	Transportation and Material Moving Occupations	59	4.8 / 5	5.0 / 7	$226,600
11	Allergists and Immunologists	Healthcare Practitioners and Technical Occupations	41	4.5 / 5	5.3 / 7	N/A
12	Emergency Medicine Physicians	Healthcare Practitioners and Technical Occupations	41	4.4 / 5	5.4 / 7	N/A
13	Advanced Practice Psychiatric Nurses	Healthcare Practitioners and Technical Occupations	43	4.6 / 5	5.0 / 7	$93,600
14	Sports Medicine Physicians	Healthcare Practitioners and Technical Occupations	41	4.5 / 5	5.1 / 7	N/A
15	Preventive Medicine Physicians	Healthcare Practitioners and Technical Occupations	41	4.1 / 5	5.5 / 7	N/A
16	Radiologists	Healthcare Practitioners and Technical Occupations	41	4.5 / 5	5.0 / 7	N/A
17	Podiatrists	Healthcare Practitioners and Technical Occupations	47	4.1 / 5	5.4 / 7	$152,800
18	Nuclear Engineers	Architecture and Engineering Occupations	55	4.6 / 5	4.8 / 7	$127,520
19	Air Traffic Controllers	Transportation and Material Moving Occupations	67	4.8 / 5	4.6 / 7	$144,580
20	Nurse Practitioners	Healthcare Practitioners and Technical Occupations	45	4.3 / 5	5.1 / 7	$129,210

Related Abilities in Cognitive

Problem Sensitivity

How AI Impact Is Derived

Top Occupations Using Problem Sensitivity

Related Abilities in Cognitive

Mathematical Reasoning

Number Facility

Written Expression