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Troubleshooting

AI Impact: 47 / 100SkillTechnical
47/ 100
AI Impact Score
Partial Automation Likely
Risk Band
744
Occupations Using
2.25/ 5
Avg Importance

How AI Impact Is Derived

The AI Impact Score for Troubleshooting is derived by computing a weighted average of the AI exposure scores of all 744 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 Troubleshooting at high levels receive more weight in the calculation, yielding a score of 47 / 100 (Partial Automation Likely).

Top Occupations Using Troubleshooting

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

RankOccupationAI Score
1Aircraft Mechanics and Service Technicians36
2Mobile Heavy Equipment Mechanics, Except Engines34
3Signal and Track Switch Repairers35
4Elevator and Escalator Installers and Repairers32
5Robotics Technicians47
6Industrial Machinery Mechanics34
7Electricians31
8Wind Turbine Service Technicians34
9Avionics Technicians37
10Farm Equipment Mechanics and Service Technicians33
11Electro-Mechanical and Mechatronics Technologists and Technicians47
12Medical Equipment Repairers36
13Electric Motor, Power Tool, and Related Repairers35
14Motorcycle Mechanics34
15Rail Car Repairers34
16Network and Computer Systems Administrators63
17Bus and Truck Mechanics and Diesel Engine Specialists34
18Electrical and Electronics Repairers, Commercial and Industrial Equipment36
19Ship Engineers57
20Telecommunications Equipment Installers and Repairers, Except Line Installers35