62/100
HighHow much of this occupation’s work can be materially affected by current AI systems.
49/100
ModerateHow likely exposure is to translate into reduced human demand.
Includes provisional estimates for AI adoption pressure and labour-market resilience. How this is measured
Confidence reflects task coverage, mapping and capability-evidence quality, and how much of the score rests on provisional inputs.
Task-level evidence
What is driving the score?
Occupation scores are built from the task mix—not a single prediction about a job title.
TaskImportanceAI impactExposure
Oversee recycling pick-up or drop-off programs to ensure compliance with community ordinances.High74
Supervise recycling technicians, community service workers, or other recycling operations employees or volunteers.Medium71
Maintain logs of recycling materials received or shipped to processing companies.High73
Review customer requests for service to determine service needs and deploy appropriate resources to provide service.Medium66
Prepare bills of lading, statements of shipping records, or customer receipts related to recycling or hazardous material services.High64
Coordinate shipments of recycling materials with shipping brokers or processing companies.Medium71
Operate recycling processing equipment, such as sorters, balers, crushers, and granulators to sort and process materials.Medium68
Coordinate recycling collection schedules to optimize service and efficiency.Medium70
Oversee campaigns to promote recycling or waste reduction programs in communities or private companies.Medium73
Provide training to recycling technicians or community service workers on topics such as safety, solid waste processing, or general recycling operations.Medium73
Identify or investigate new opportunities for materials to be collected and recycled.Medium73
Investigate violations of solid waste or recycling ordinances.Medium73
Make presentations to educate the public on how to recycle or on the environmental advantages of recycling.Medium73
Develop community or corporate recycling plans and goals to minimize waste and conform to resource constraints.Medium71
Inspect physical condition of recycling or hazardous waste facility for compliance with safety, quality, and service standards.Medium32
Prepare grant applications to fund recycling programs or program enhancements.Medium71
Design community solid and hazardous waste management programs.Medium72
Operate fork lifts, skid loaders, or trucks to move or store recyclable materials.Medium23
Schedule movement of recycling materials into and out of storage areas.Medium22
Implement grant-funded projects, monitoring and reporting progress in accordance with sponsoring agency requirements.Medium37
Where AI can do more
Routine, digitized, and highly repeatable tasks face the greatest pressure.
- Oversee recycling pick-up or drop-off programs to ensure compliance with community ordinances.74
- Maintain logs of recycling materials received or shipped to processing companies.73
- Oversee campaigns to promote recycling or waste reduction programs in communities or private companies.73
- Provide training to recycling technicians or community service workers on topics such as safety, solid waste processing, or general recycling operations.73
Where people still matter
These tasks score lowest on automation feasibility—physical presence, judgement, accountability and real-world variability all resist end-to-end automation.
- Operate fork lifts, skid loaders, or trucks to move or store recyclable materials.01
- Schedule movement of recycling materials into and out of storage areas.02
- Inspect physical condition of recycling or hazardous waste facility for compliance with safety, quality, and service standards.03
- Implement grant-funded projects, monitoring and reporting progress in accordance with sponsoring agency requirements.04
- Supervise recycling technicians, community service workers, or other recycling operations employees or volunteers.05
Where else this work leads
Related occupations
Occupations O*NET links to this one. Relatedness reflects shared work, not a claim that these roles are safer.
Recycling and Reclamation Workers
Closely related work
Compare these careers →First-Line Supervisors of Material-Moving Machine and Vehicle Operators
Closely related work
Compare these careers →First-Line Supervisors of Helpers, Laborers, and Material Movers, Hand
Closely related work
Compare these careers →First-Line Supervisors of Mechanics, Installers, and Repairers
Closely related work
Compare these careers →First-Line Supervisors of Office and Administrative Support Workers
Related work
Compare these careers →Production, Planning, and Expediting Clerks
Related work
Compare these careers →Beyond AI capability
Adoption and labour-market outlook
Structural factors are kept separate from raw capability so you can see what actually resists automation. Adoption pressure and labour-market resilience are still provisional models—25% of this occupation’s replacement-risk weight rests on them.
Methodology & sources
O*NET 30.3 occupational data interpreted through the JobsVsAI capability, automation and structural-constraint models.
Confidence83/100
CalculatedAug 21, 2026
Read methodology →