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Postdoctoral Researcher – Mathematical Optimization for Energy Systems.

Applications are closed

  • Internship
    Full-time
    Off-cycle Internship
  • Research & Development
    Data
  • $73.2K - $120.8K
  • Golden

Requirements

  • Basic Qualifications:
  • Must be a recent PhD graduate within the last three years.* Must meet educational requirements prior to employment start date.
  • Additional Required Qualifications:
  • Experience formulating optimization problems in an algebraic modeling language, e.g., Pyomo, JuMP, PuLP, GAMS.
  • Experience with mathematical optimization solvers, e.g., CPLEX, Gurobi, Xpress, Cbc, Ipopt, and their capabilities.
  • Good understanding of optimization fundamentals, both computational and mathematical.
  • Preferred Qualifications:
  • Familiarity with distributed computing frameworks such as MPI and OpenMP
  • Experience with Pyomo and/or JuMP
  • Experience programming in Python and/or Julia
  • Experience with scalable machine learning frameworks, e.g, PyTorch
  • Experience working with diverse, inclusive, and cross-disciplinary research teams

Responsibilities

  • Collaborate with domain experts to identify where mathematical optimization constitutes a viable approach and maintain awareness of optimization-related research both at NREL and in the literature more generally.
  • Adopt existing – or develop new – mathematical, computing, and simulation frameworks required to implement and evaluate the performance of optimization algorithms and solutions.
  • Creatively identify new opportunities to leverage AI/RL to augment or enhance classical optimization algorithms and/or formulations.
  • Author publications and contribute to proposals to sustain research directions.

Science & Healthcare
Industry
1001-5000
Employees
1977
Founded Year

Mission & Purpose

The National Renewable Energy Laboratory (NREL), a Department of Energy national lab, is #TransformingEnergy as the nation's primary laboratory for renewable energy and energy efficiency research and development. NREL's Mission: NREL develops renewable energy and energy efficiency technologies and practices, advances related science and engineering, and transfers knowledge and innovations to address the nation's energy and environmental goals. NREL's Strategy: NREL has forged a focused strategic direction to increase its impact on the U.S. Department of Energy's (DOE) and our nation's energy goals by accelerating the research path from scientific innovations to market-viable alternative energy solutions.