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Welder

Based on 36 assessments

8% Low risk

Average realistic automation risk across all Welder profiles in the dataset.

Raw potential
17%
Realistic risk
8%
Research benchmark ?
4%

Raw potential = I/O automation ceiling. Realistic risk = adjusted for informal knowledge and social context. Research benchmark: Eloundou et al. (2023)

Distribution across 36 profiles. Middle half of Welders score between 7% and 9%.

0% 50% 100%
p10 · 6%
11% · p90
On-screen work 0%

Done entirely on a computer. High AI exposure — these tasks are already in the automation zone.

In-person + screen 7%

Physical sensing, digital output — e.g. interviewing someone then writing a report. Partially protected.

Computer + action 19%

Computer input, real-world output — needs someone to act on it, not just software.

Fully in-person 74%

No computer required. Furthest from automation — the strongest human advantage.

3 synthetic profiles for a Welder, ordered by automation exposure. Tab between them to see how task mix drives the score difference.

Task Time Type Exposure
Performing welding tasks on metal components, such as joining, cutting, or filling gaps, to create or repair structures or products
deep expertise
42% AA 0%
Setting up and operating welding equipment, including MIG, TIG, or stick welders, and adjusting settings like voltage and wire feed speed
deep expertise social element
22% DA 9%
Inspecting completed welds for quality, checking for defects like cracks, porosity, or incomplete fusion, and making necessary repairs
deep expertise social element
12% AA 5%
Preparing metal surfaces by cleaning, grinding, or cutting them to ensure proper fit and weld quality
9% AA 6%
Following safety protocols, such as wearing protective gear, ensuring proper ventilation, and adhering to workplace safety standards
some context needed
6% AA 1%
Reading and interpreting blueprints, welding symbols, and technical drawings to determine the specifications for a welding project
4% AD 24%
Maintaining welding equipment, including replacing consumables like electrodes or nozzles, and troubleshooting issues
2% AA 4%
Communicating with supervisors, engineers, or team members to clarify project requirements or report progress and issues
deep expertise
1% AA 0%

Work as a Welder? Map your specific role.

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