Job Check
Pipelayers
Lay pipe for storm or sanitation sewers, drains, and water mains. Perform any combination of the following tasks: grade trenches or culverts, position pipe, or seal joints.
10 main tasks · most important first
Your main tasks and AI
Importance- 01Grade or level trench bases, using tamping machines or hand tools.Mostly human for now
- 02Dig trenches to desired or required depths, by hand or using trenching tools.Mostly human for now
- 03Cut pipes to required lengths.Mostly human for now
- 04Install or use instruments such as lasers, grade rods, or transit levels.Mostly human for now
- 05Cover pipes with earth or other materials.Mostly human for now
- 06Connect pipe pieces and seal joints, using welding equipment, cement, or glue.Mostly human for now
- 07Install or repair sanitary or stormwater sewer structures or pipe systems.Mostly human for now
- 08Check slopes for conformance to requirements, using levels or lasers.Mostly human for now
- 09Align and position pipes to prepare them for welding or sealing.Mostly human for now
- 10Lay out pipe routes, following written instructions or blueprints and coordinating layouts with supervisors.AI could speed this up, with extra tools
Tasks from O*NET® 31.0 (US Department of Labor, CC BY 4.0, changed by us), most important first. “Already use” comes from Anthropic’s data on real work chats with Claude; “could speed up” from task ratings made with GPT-4 in 2023.
Four studies, side by side
None is a forecast of job lossToo little dataNot enough work use was seen to measure. This does not mean the job is safe from AI.Anthropic, 2026
4%of this job’s tasks an AI model could do in half the time, counting tasks that need extra tools as half (rated in 2023).Eloundou, Manning, Mishkin and Rock, 2023
Above 8% of jobsin how often and how well AI helped with this job’s work in Microsoft Copilot chats (2024 data).Microsoft Research (Tomlinson et al.), 2025
Above 88% of jobsin how much of this job’s physical work robots have been shown to do, from factories to homes (2026).Anthropic, 2026
Your human edge
The main tasks with no real AI use seen and no big speed-up expected. This is where your skill counts most today.
- Grade or level trench bases, using tamping machines or hand tools.
- Dig trenches to desired or required depths, by hand or using trenching tools.
- Cut pipes to required lengths.