Job Check
Refuse and Recyclable Material Collectors
Collect and dump refuse or recyclable materials from containers into truck. May drive truck.
10 main tasks · most important first
Your main tasks and AI
Importance- 01Inspect trucks prior to beginning routes to ensure safe operating condition.Mostly human for now
- 02Drive trucks, following established routes, through residential streets or alleys or through business or industrial areas.Mostly human for now
- 03Refuel trucks or add other fluids, such as oil or brake fluid.Mostly human for now
- 04Dump refuse or recyclable materials at disposal sites.Mostly human for now
- 05Fill out defective equipment reports.AI could speed this up a lot
- 06Operate automated or semi-automated hoisting devices that raise refuse bins and dump contents into openings in truck bodies.Mostly human for now
- 07Dismount garbage trucks to collect garbage and remount trucks to ride to the next collection point.Mostly human for now
- 08Operate equipment that compresses collected refuse.Mostly human for now
- 09Communicate with dispatchers concerning delays, unsafe sites, accidents, equipment breakdowns, or other maintenance problems.AI could speed this up a lot
- 10Check road or weather conditions to determine how routes will be affected.Mostly human for now
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
20%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 6% 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 99% 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.
- Inspect trucks prior to beginning routes to ensure safe operating condition.
- Drive trucks, following established routes, through residential streets or alleys or through business or industrial areas.
- Refuel trucks or add other fluids, such as oil or brake fluid.