AITakeover Tracker
56%high risk

Methane/Landfill Gas Collection System Operators

SOC: 11-3051.05

Direct daily operations, maintenance, or repair of landfill gas projects, including maintenance of daily logs, determination of service priorities, and compliance with reporting requirements.

High RiskEst. full displacement: 20342041high confidence
Raw task score: 56.1Protective discount: 0.0%21 tasks scoredModel: v1.0_gemini-3-1-pro-preview_20260228

AI Impact Summary

Methane/Landfill Gas Collection System Operators faces high AI displacement risk with a score of 56/100. Significant displacement is estimated between 2034 and 2041. Of 21 analyzed tasks, 8 are highly automatable, particularly in routine_cognitive. Limited protective factors mean this occupation has few buffers against AI automation.

Protective Factors

Total protective discount: 0.0%

Task Breakdown

21 tasks analyzed

Monitor and control liquid or gas landfill extraction systems.

Routine CognitiveAI: 70Risk: 77.2Time: 8%

Develop or enforce procedures for normal operation, start-up, or shut-down of methane gas collection systems.

Non-Routine AnalyticalAI: 60Risk: 51.0Time: 4%

Evaluate landfill gas collection service requirements to meet operational plans and productivity goals.

Non-Routine AnalyticalAI: 65Risk: 53.0Time: 4%

Implement landfill operational and emergency procedures.

Non-Routine AnalyticalAI: 30Risk: 39.0Time: 3%

Maintain records for landfill gas collection systems to demonstrate compliance with safety and environmental laws, regulations, or policies.

Routine CognitiveAI: 85Risk: 83.2Time: 5%

Monitor gas collection systems emissions data, including biomethane or nitrous oxide levels.

Routine CognitiveAI: 85Risk: 83.2Time: 6%

Monitor landfill permit requirements for updates.

Routine CognitiveAI: 85Risk: 83.2Time: 2%

Oversee landfill gas collection system construction, maintenance, and repair activities.

Non-Routine InterpersonalAI: 15Risk: 21.0Time: 6%

Prepare and manage landfill gas collection system budgets.

Non-Routine AnalyticalAI: 65Risk: 53.0Time: 3%

Prepare soil reports as required by regulatory or permitting agencies.

Routine CognitiveAI: 85Risk: 83.2Time: 3%

Supervise landfill, well field, and other subordinate employees.

Non-Routine InterpersonalAI: 15Risk: 21.0Time: 8%

Coordinate the repair, overhaul, or routine maintenance of diesel engines used in landfill operations.

Non-Routine InterpersonalAI: 30Risk: 27.0Time: 4%

Diagnose or troubleshoot gas collection equipment and programmable logic controller (PLC) systems.

Non-Routine AnalyticalAI: 65Risk: 53.0Time: 6%

Prepare reports on landfill operations and gas collection system productivity or efficiency.

Routine CognitiveAI: 85Risk: 83.2Time: 4%

Track volume and weight of landfill waste.

Routine CognitiveAI: 90Risk: 85.2Time: 4%

Operate computerized control panels to manage gas compression operations.

Routine CognitiveAI: 70Risk: 77.2Time: 6%

Oversee gas collection landfill operations, including leachate and gas management or rail operations.

Non-Routine InterpersonalAI: 15Risk: 21.0Time: 6%

Inspect landfill or conduct site audits to ensure adherence to safety and environmental regulations.

Non-Routine AnalyticalAI: 60Risk: 51.0Time: 5%

Read meters, gauges, or automatic recording devices at specified intervals to verify gas collection systems operating conditions.

Routine ManualAI: 70Risk: 61.0Time: 5%

Recommend or implement practices to reduce turnaround time for trucks in and out of landfill site.

Non-Routine AnalyticalAI: 65Risk: 53.0Time: 4%

Optimize gas collection landfill operational costs and productivity consistent with safety and environmental rules and regulations.

Non-Routine AnalyticalAI: 65Risk: 53.0Time: 4%

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