Job Check
Recycling and Reclamation Workers
Prepare and sort materials or products for recycling. Identify and remove hazardous substances. Dismantle components of products such as appliances.
10 main tasks · most important first
Your main tasks and AI
Importance- 01Sort materials, such as metals, glass, wood, paper or plastics, into appropriate containers for recycling.Mostly human for now
- 02Clean recycling yard by sweeping, raking, picking up broken glass and loose paper debris, or moving barrels and bins.Mostly human for now
- 03Operate forklifts, pallet jacks, power lifts, or front-end loaders to load bales, bundles, or other heavy items onto trucks for shipping to smelters or other recycled materials processing facilities.Mostly human for now
- 04Sort metals to separate high-grade metals, such as copper, brass, and aluminum, for recycling.Mostly human for now
- 05Clean, inspect, or lubricate recyclable collection equipment or perform routine maintenance or minor repairs on recycling equipment, such as star gears, finger sorters, destoners, belts, and grinders.Mostly human for now
- 06Collect and sort recyclable construction materials, such as concrete, drywall, plastics, or wood, into containers.Mostly human for now
- 07Extract chemicals from discarded appliances, such as air conditioners or refrigerators, using specialized machinery, such as refrigerant recovery equipment.Mostly human for now
- 08Deposit recoverable materials into chutes or place materials on conveyor belts.Mostly human for now
- 09Operate balers to compress recyclable materials into bundles or bales.Mostly human for now
- 10Clean materials, such as metals, according to recycling requirements.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
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 12% 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.
- Collect and sort recyclable construction materials, such as concrete, drywall, plastics, or wood, into containers.
- Sort materials, such as metals, glass, wood, paper or plastics, into appropriate containers for recycling.
- Extract chemicals from discarded appliances, such as air conditioners or refrigerators, using specialized machinery, such as refrigerant recovery equipment.