Transportation

AI Impact: 52 / 100Knowledge AreaKnowledge

52/ 100

AI Impact Score

Partial Automation Likely

Risk Band

800

Occupations Using

2.19/ 5

Avg Importance

How AI Impact Is Derived

The AI Impact Score for Transportation is derived by computing a weighted average of the AI exposure scores of all 800 occupations that use this knowledge. The weights are proportional to how important this knowledge is and at what level it is required within each occupation. Occupations that rely heavily on Transportation at high levels receive more weight in the calculation, yielding a score of 52 / 100 (Partial Automation Likely).

Top Occupations Using Transportation

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

Rank	Occupation	Major Group	AI Score	Importance	Level	Median Wage
1	Airline Pilots, Copilots, and Flight Engineers	Transportation and Material Moving Occupations	59	4.8 / 5	6.0 / 7	$226,600
2	Aviation Inspectors	Transportation and Material Moving Occupations	57	4.4 / 5	5.7 / 7	$85,750
3	Transportation Planners	Life, Physical, and Social Science Occupations	54	4.8 / 5	5.0 / 7	$100,340
4	Transportation Engineers	Architecture and Engineering Occupations	53	4.5 / 5	5.1 / 7	$99,590
5	Logisticians	Business and Financial Operations Occupations	82	4.8 / 5	4.9 / 7	$80,880
6	Supply Chain Managers	Management Occupations	57	4.5 / 5	5.1 / 7	$102,010
7	Shuttle Drivers and Chauffeurs	Transportation and Material Moving Occupations	57	4.5 / 5	4.8 / 7	$36,670
8	Air Traffic Controllers	Transportation and Material Moving Occupations	67	4.2 / 5	5.2 / 7	$144,580
9	Bus Drivers, School	Transportation and Material Moving Occupations	58	4.5 / 5	4.8 / 7	$47,040
10	Locomotive Engineers	Transportation and Material Moving Occupations	57	4.5 / 5	4.8 / 7	$77,400
11	Freight Forwarders	Office and Administrative Support Occupations	94	4.8 / 5	4.5 / 7	$49,900
12	Cargo and Freight Agents	Office and Administrative Support Occupations	94	4.6 / 5	4.6 / 7	$49,900
13	Transportation, Storage, and Distribution Managers	Management Occupations	57	4.5 / 5	4.7 / 7	$102,010
14	Subway and Streetcar Operators	Transportation and Material Moving Occupations	57	4.4 / 5	4.6 / 7	$84,830
15	Bus Drivers, Transit and Intercity	Transportation and Material Moving Occupations	58	4.5 / 5	4.4 / 7	$57,440
16	Captains, Mates, and Pilots of Water Vessels	Transportation and Material Moving Occupations	56	4.1 / 5	4.7 / 7	$85,540
17	Aircraft Cargo Handling Supervisors	Transportation and Material Moving Occupations	59	4.3 / 5	4.4 / 7	$63,940
18	Commercial Pilots	Transportation and Material Moving Occupations	59	4.0 / 5	4.7 / 7	$122,670
19	Airfield Operations Specialists	Transportation and Material Moving Occupations	59	4.3 / 5	4.4 / 7	$56,750
20	Rail Yard Engineers, Dinkey Operators, and Hostlers	Transportation and Material Moving Occupations	55	4.2 / 5	4.3 / 7	$58,030

Related Knowledge Areas in Knowledge

Transportation

How AI Impact Is Derived

Top Occupations Using Transportation

Related Knowledge Areas in Knowledge

Economics and Accounting

Administrative

Communications and Media