Description
Develop, calibrate, and apply mechanistic and statistical models to assess ecosystem processes, species distributions, and biogeochemical cycles, and to forecast impacts of climate, land use, and pollution. Collect, synthesize, and analyze ecological and environmental data, then report and recommend actions based on model results to support conservation, restoration, and regulatory decision-making.
- • Design, code, and document ecological models of populations, communities, and ecosystem processes.
- • Calibrate and validate models using field, remote-sensing, and monitoring data.
- • Determine data requirements and sampling designs for model parameterization and validation.
- • Compile, QA/QC, and manage ecological datasets and metadata in reproducible workflows.
- • Analyze driver-response relationships to inform model structure and parameters.
- • Conduct scenario, sensitivity, and uncertainty analyses to evaluate model robustness.
- • Prepare maps, charts, and dashboards summarizing inputs, performance, and predicted outcomes.
- • Use models to assess compliance with ecological performance standards or regulatory criteria.
- • Develop technical modeling sections for permits, environmental impact statements, or consent decrees.
- • Reconstruct and report ecological impacts of spills or disturbances using backcasting models.
- • Forecast and monitor ecological impacts of proposed development or management actions.
- • Build decision-support tools that optimize land or resource use while minimizing ecological impacts.
- • Research ecological stressors and refine models of their effects and mitigation options.
- • Design and oversee studies to generate data required for new or improved models.
- • Develop methods to evaluate and reduce project or production impacts on ecosystems.
- • Apply mathematical, statistical, and mechanistic approaches to plan and develop research models.
- • Integrate climate, hydrologic, water-quality, species, and habitat data for modeling applications.
- • Communicate model assumptions, methods, limitations, and findings to technical and public audiences.
- • Provide guidance on model selection, configuration, calibration, and interpretation to partners and clients.
- • Review project proposals or permits using model outputs to assess risks and compliance.
- • Mentor and train staff or students in ecological modeling tools, coding, and best practices.
- • Conduct applied research in ecological modeling, publishing results and improving methods.
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This site includes information from O*NET by the U.S. Department of Labor, Employment and Training Administration (USDOL/ETA), used under the CC BY 4.0 license. Career Clutch has modified some of this information for student readability. USDOL/ETA has not approved, endorsed, or tested these modifications. O*NET® is a trademark of USDOL/ETA.
Last reviewed: Jan 2026
