Transportation · SOC 53-7081
Autonomous refuse trucks are in early deployment, but route variability and physical labor keep most collection roles human-led for now.
Hands-on, interpersonal or high-stakes work AI struggles to replace.
Timeline: Automated side-loaders already reduce crew size; fully autonomous refuse collection in dense residential areas is unlikely before 2035 given route complexity and liability concerns.
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$56,750 median pay
$37,130 median pay
$57,440 median pay
$77,400 median pay
$101,320 median pay
$34,850 median pay
AI job-risk card
Refuse and Recyclable Material Collectors is resilient on AIFear. Hands-on, interpersonal or high-stakes work AI struggles to replace.
AIFear.com
Our AI Fear Score for Refuse and Recyclable Material Collectors is 29/100 (Resilient). Hands-on, interpersonal or high-stakes work AI struggles to replace.
29 out of 100, based on an AI-model review of this occupation's O*NET tasks against what current AI can actually do.
Most exposed: Filing defective equipment and incident reports, Scheduling and optimizing collection routes, Communicating delays and issues to dispatchers. Harder to automate: Driving on complex residential and alley routes, Physical bin handling and managing collection exceptions, Pre-trip safety inspections of truck equipment.
Lean into Route optimization software, Commercial vehicle operation (CDL), Fleet telematics and reporting, Workplace safety and DOT compliance. Consider roles such as Sanitation route supervisor or Waste management dispatcher or Fleet operations coordinator.
Tasks, skills and AI-exposure for this role were reviewed by an AI model against its O*NET task profile (curated roles use published research anchors). Pay and employment, where shown, are U.S. BLS OEWS (May 2024) figures. This is an estimate, not a prediction about any individual's job. Compare all occupations.