---
title: "Will AI Replace Garbage Collectors? (2026)"
description: "BLS rates garbage collectors' exposure to AI as low. What that means, which parts of the work AI touches, and the 2025–2035 outlook (+2.1% projected)."
canonical: "https://nuecareer.com/careers/will-ai-replace-garbage-collectors"
last-updated: "2026-10-15T08:19:32.066Z"
---

# Will AI Replace Garbage Collectors? (2026)

**Short answer:** Very unlikely. BLS rates garbage collectors among the occupations least exposed to AI, and most of the work is the kind current AI tools cannot do.

The Bureau of Labor Statistics places garbage collectors in its low AI exposure category, among the occupations least exposed to current AI. BLS projects employment to change by +2.1% over 2025–2035, against 3.5% for all occupations, with about 15,500 openings a year.

| Measure | Value | Source |
| --- | --- | --- |
| BLS relative AI exposure | Low | BLS Employment Projections, AI exposure categories |
| NueCareer AI-resilience score | 52/100 | NueCareer analysis of O\*NET 31.0 Database |
| Projected employment change | +2.1% | BLS EP 2025–2035 |
| Openings a year | 15,500 | BLS EP 2025–2035 |
| Median annual wage | $49,690 | BLS OEWS May 2025 |

## Exposure categories

| BLS category | Occupations |
| --- | --- |
| Low (this job) | 203 |
| Moderate | 194 |
| High | 190 |
| Very high | 199 |

Exposure means AI could be or has been used to assist with or complete some of the work. BLS says it does not imply job loss, productivity gains, automation probability or wage effects. Method: https://www.bls.gov/emp/publications/ai-exposure-categories.htm

## What holds up

- Working outdoors in all weather: 4.9/5 (O\*NET work context)
- Operating vehicles, mechanized devices, or equipment: 4.3/5 (O\*NET work activity importance)
- Performing general physical activities: 3.7/5 (O\*NET work activity importance)
- Hands-on work with tools and objects: 4.2/5 (O\*NET work context)

## What AI reaches first

- Repetitive motions: 4.3/5 (O\*NET work context)
- Repeating the same tasks: 3.4/5 (O\*NET work context)
- Time spent sitting: 3.5/5 (O\*NET work context)

## O\*NET tasks

- Dump refuse or recyclable materials at disposal sites.
- Refuel trucks or add other fluids, such as oil or brake fluid.
- Communicate with dispatchers concerning delays, unsafe sites, accidents, equipment breakdowns, or other maintenance problems.
- Inspect trucks prior to beginning routes to ensure safe operating condition.
- Operate equipment that compresses collected refuse.
- Fill out defective equipment reports.

## Related careers that are also low-exposure

- [Operating Engineer and Other Construction Equipment Operator](https://nuecareer.com/careers/operating-engineer-and-other-construction-equipment-operator): BLS exposure Low, median $59,850; [Will AI replace heavy equipment operators?](https://nuecareer.com/careers/will-ai-replace-heavy-equipment-operators)
- [Septic Tank Servicer and Sewer Pipe Cleaner](https://nuecareer.com/careers/septic-tank-servicer-and-sewer-pipe-cleaner): BLS exposure Low, median $49,880
- [Industrial Truck and Tractor Operator](https://nuecareer.com/careers/industrial-truck-and-tractor-operator): BLS exposure Low, median $46,420; [Will AI replace forklift operators?](https://nuecareer.com/careers/will-ai-replace-forklift-operators)
- [Cleaner of Vehicles and Equipment](https://nuecareer.com/careers/cleaner-of-vehicles-and-equipment): BLS exposure Low, median $35,830; [Will AI replace cleaners of vehicles and equipment?](https://nuecareer.com/careers/will-ai-replace-cleaners-of-vehicles-and-equipment)
- [Recycling and Reclamation Worker](https://nuecareer.com/careers/recycling-and-reclamation-worker): BLS exposure Low, median $40,240
- [Hazardous Materials Removal Worker](https://nuecareer.com/careers/hazardous-materials-removal-worker): BLS exposure Low, median $49,450

## FAQ

**Will AI replace garbage collectors?**

Very unlikely. BLS rates garbage collectors among the occupations least exposed to AI, and most of the work is the kind current AI tools cannot do. BLS defines exposure as AI being able to assist with or complete some of the work, and says it does not imply job loss, productivity gains or wage effects. BLS projects employment to change by +2.1% over 2025–2035, against 3.5% for all occupations, with about 15,500 openings a year.

**How exposed are garbage collectors to AI?**

BLS sorts 786 occupations into four relative categories: low, moderate, high and very high. Garbage Collectors are in the low category, alongside 202 other occupations. The categories combine five public measures of where AI could be or already is used, and they compare occupations with each other rather than giving an absolute risk.

**What parts of a refuse and recyclable material collector's job can AI do?**

In O\*NET's description of the work, the parts that overlap most with what AI handles well are repetitive motions, repeating the same tasks and time spent sitting. The parts that hold up best are working outdoors in all weather, operating vehicles, mechanized devices, or equipment and performing general physical activities. These come from O\*NET ratings of how important each activity is to the job, read through NueCareer's AI-resilience method.

**Is being a refuse and recyclable material collector a safe career from AI?**

On NueCareer's AI-resilience score, built from O\*NET work activities, garbage collectors score 52 out of 100, higher than 66% of the occupations we score. The job pays a median of $49,690 a year (BLS OEWS, May 2025). No job is fully safe from technological change, but the federal exposure category and the projected openings are the two numbers worth weighing.

**What careers similar to garbage collectors are less exposed to AI?**

Operating Engineer and Other Construction Equipment Operator (low exposure, $59,850 median), Septic Tank Servicer and Sewer Pipe Cleaner (low exposure, $49,880 median), Industrial Truck and Tractor Operator (low exposure, $46,420 median), Cleaner of Vehicles and Equipment (low exposure, $35,830 median). Each is also in the low category, and most are listed by O\*NET as related to the work.

Full profile: https://nuecareer.com/careers/refuse-and-recyclable-material-collector.

---

This bank includes information from the O\*NET 31.0 Database by the U.S. Department of Labor, Employment and Training Administration (USDOL/ETA). Used under the CC BY 4.0 license (https://creativecommons.org/licenses/by/4.0/). O\*NET® is a trademark of USDOL/ETA. NueCareer has transformed the data by joining it to BLS wage and projection data and deriving facet, personality-fit and AI-resilience scores. BLS and BEA data are public domain (17 U.S.C. §105).

O\*NET content is used under [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/). How these figures are sourced and derived: https://nuecareer.com/careers/methodology