TransportationO*NET: 53-7081.00
Will AI Replace Refuse and Recyclable Material Collectors?
Collect and dump refuse or recyclable materials from containers into truck. May drive truck.
87out of 100
Critical Risk
AI Risk Score
87/100
Risk Level
Critical
Job Zone
2/5
Entry
Total Tasks Analyzed
11
🤖 What AI Can Do
- ▸Fill out defective equipment reports.
- ▸Operate automated or semi-automated hoisting devices that raise refuse bins and dump contents into openings in truck bodies.
- ▸Check road or weather conditions to determine how routes will be affected.
👤 What Requires Humans
- ▸Drive trucks, following established routes, through residential streets or alleys or through business or industrial areas.
Task Breakdown
🤖AI Can Automate (3)
- Fill out defective equipment reports.
- Operate automated or semi-automated hoisting devices that raise refuse bins and dump contents into openings in truck bodies.
- Check road or weather conditions to determine how routes will be affected.
👤Requires Humans (1)
- Drive trucks, following established routes, through residential streets or alleys or through business or industrial areas.
⚡AI-Assisted (7)
- Inspect trucks prior to beginning routes to ensure safe operating condition.
- Refuel trucks or add other fluids, such as oil or brake fluid.
- Dump refuse or recyclable materials at disposal sites.
- Dismount garbage trucks to collect garbage and remount trucks to ride to the next collection point.
- Operate equipment that compresses collected refuse.
- Communicate with dispatchers concerning delays, unsafe sites, accidents, equipment breakdowns, or other maintenance problems.
- Clean trucks or compactor bodies after routes have been completed.
Key Skills Analysis
Operations MonitoringAI-Vulnerable
Importance: 3.00/5.00
Operation and Control
Importance: 3.00/5.00
Active Listening
Importance: 2.88/5.00
Speaking
Importance: 2.88/5.00
Critical ThinkingAI-Resistant
Importance: 2.75/5.00
Equipment Maintenance
Importance: 2.75/5.00
Reading ComprehensionAI-Vulnerable
Importance: 2.62/5.00
CoordinationAI-Resistant
Importance: 2.62/5.00
WritingAI-Vulnerable
Importance: 2.50/5.00
Monitoring
Importance: 2.50/5.00
Social PerceptivenessAI-Resistant
Importance: 2.50/5.00
Troubleshooting
Importance: 2.50/5.00
Repairing
Importance: 2.50/5.00
Time ManagementAI-Resistant
Importance: 2.50/5.00
Service OrientationAI-Resistant
Importance: 2.38/5.00
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Frequently Asked Questions
Based on our analysis, Refuse and Recyclable Material Collectors have a critical risk of AI replacement with a score of 87/100. Many routine tasks in this role can be automated, but human oversight remains important.
Last updated: 2026-03-28· Data from O*NET 30.2 & Frey/Osborne automation research