Compare roles · AI exposure side by side
Welders
Put up to three roles next to each other: the exposure figure, the inputs behind it, the window, what is driving change, and where the work moves. Every figure comes from the same method, so the gap between two scores means something.
Exposure
Window · adoption
until most of the change has landed
Medium adoption
In one line
Generative AI barely touches welding, but robotic and cobot cells are taking over repetitive production welds in manufacturing.
Inputs behind the score · scaled 0–100
Task applicability
15Observed usage
0Official exposure tier
10Labour-market trajectory
n/aPublished adoption rating
40Editorial adjustment +6
What is driving it
- Collaborative welding robots
- Vision-guided autonomous welding
- Welder shortages
- Weld monitoring and inspection technology
- Offsite and modular fabrication
- Codes and certification
Skills worth building
- Robot and cobot operation
- Advanced process certifications
- Blueprint and weld symbol reading
- Weld inspection and quality
- Fixturing and fit-up
- Adaptability across settings
Tools in the work now
Where the work moves
Machinists and CNC Operators34
More exposed
Different skills, growing
Plumbers18
Complementary, less exposed
Full report
Scores are the CareerGuard Exposure Index v2: the same five inputs and weights for every role, so a gap of ten points means the same thing wherever it appears. How scores are built.