Jobs · Research · Colorado

Postdoctoral Researcher – Mathematical Optimization for Energy Systems

National Laboratory of the Rockies · Golden, CO · 1 mo ago
Research$77k–$126k/yrFull-time

About the role

The Advanced Computing Solutions Group in the NLR Computational Science Center seeks a Postdoctoral Researcher – Computational Sciences, with a focus on mathematical optimization and its application to energy systems.

Responsibilities

  • Collaborate with domain experts to identify where mathematical optimization can be applied.
  • Develop and implement optimization algorithms and solutions using algebraic modeling languages like Pyomo, JuMP, PuLP, and GAMS.
  • Utilize mathematical optimization solvers such as CPLEX, Gurobi, Xpress, Cbc, Ipopt, and their capabilities.
  • Integrate Artificial Intelligence (AI) techniques, particularly reinforcement learning (RL), with classical optimization methods.
  • Contribute to the development of new research directions and proposals.

Requirements

  • Recent PhD graduate within the last three years.
  • Extensive experience with mathematical optimization formulations and algorithms.
  • Familiarity with parallel algorithmic approaches for large-scale optimization problems.
  • Good understanding of optimization fundamentals, both computational and mathematical.

Qualifications

  • Experience with distributed computing frameworks such as MPI and OpenMP.
  • Programming experience in Python and/or Julia.
  • Experience with scalable machine learning frameworks, such as PyTorch.
  • Experience working in diverse, inclusive, and cross-disciplinary research teams.

Skills

  • Strong problem-solving skills.
  • Interest in cross-disciplinary collaboration.
  • A passion for advancing energy innovation.

Benefits

  • Medical, dental, and vision insurance.
  • Short-term disability insurance.
  • Pension benefits.
  • 403(b) Employee Savings Plan with employer match.
  • Life and accidental death and dismemberment (AD&D) insurance.
  • Personal time off (PTO) and sick leave.
  • Paid holidays.
  • Performance-, merit-, and achievement-based awards.
  • Relocation expense reimbursement (eligibility varies).

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