Systems Analysis

AI Impact: 54 / 100SkillSystems

54/ 100

AI Impact Score

Partial Automation Likely

Risk Band

891

Occupations Using

2.71/ 5

Avg Importance

How AI Impact Is Derived

The AI Impact Score for Systems Analysis is derived by computing a weighted average of the AI exposure scores of all 891 occupations that use this skill. The weights are proportional to how important this skill is and at what level it is required within each occupation. Occupations that rely heavily on Systems Analysis at high levels receive more weight in the calculation, yielding a score of 54 / 100 (Partial Automation Likely).

Top Occupations Using Systems Analysis

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

Rank	Occupation	Major Group	AI Score	Importance	Level	Median Wage
1	Logistics Engineers	Business and Financial Operations Occupations	82	4.6 / 5	4.8 / 7	$80,880
2	Chief Executives	Management Occupations	59	4.1 / 5	5.1 / 7	$206,420
3	Actuaries	Computer and Mathematical Occupations	87	3.9 / 5	4.6 / 7	$125,770
4	Manufacturing Engineers	Architecture and Engineering Occupations	53	3.8 / 5	4.6 / 7	$101,140
5	Business Continuity Planners	Business and Financial Operations Occupations	80	4.0 / 5	4.3 / 7	$81,270
6	Industrial-Organizational Psychologists	Life, Physical, and Social Science Occupations	53	3.9 / 5	4.3 / 7	$109,840
7	Epidemiologists	Life, Physical, and Social Science Occupations	52	4.0 / 5	4.1 / 7	$83,980
8	Urban and Regional Planners	Life, Physical, and Social Science Occupations	51	4.0 / 5	4.1 / 7	$83,720
9	Computer and Information Research Scientists	Computer and Mathematical Occupations	67	3.8 / 5	4.4 / 7	$140,910
10	Water/Wastewater Engineers	Architecture and Engineering Occupations	53	3.9 / 5	4.1 / 7	$99,590
11	Chemical Engineers	Architecture and Engineering Occupations	55	3.9 / 5	4.1 / 7	$121,860
12	Chief Sustainability Officers	Management Occupations	59	3.9 / 5	4.0 / 7	$206,420
13	Fire-Prevention and Protection Engineers	Architecture and Engineering Occupations	53	3.9 / 5	4.0 / 7	$109,660
14	Computer Systems Engineers/Architects	Computer and Mathematical Occupations	69	3.9 / 5	4.0 / 7	$108,970
15	Energy Engineers, Except Wind and Solar	Architecture and Engineering Occupations	52	3.9 / 5	4.0 / 7	$117,750
16	Robotics Engineers	Architecture and Engineering Occupations	52	3.9 / 5	4.0 / 7	$117,750
17	Preventive Medicine Physicians	Healthcare Practitioners and Technical Occupations	41	3.8 / 5	4.1 / 7	N/A
18	Industrial Ecologists	Life, Physical, and Social Science Occupations	50	3.8 / 5	4.1 / 7	$80,060
19	Civil Engineers	Architecture and Engineering Occupations	53	3.8 / 5	4.1 / 7	$99,590
20	Petroleum Engineers	Architecture and Engineering Occupations	55	3.9 / 5	3.9 / 7	$141,280

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