Postdoctoral Research Associate - Algorithm Development for Scientific Computing

About the role

We are seeking a Postdoctoral Research Associate to join a large research team working on the development and implementation of novel algorithms for scientific computing, with a particular emphasis on methods tailored to study nonequilibrium quantum many-body systems. The position offers an exciting opportunity to contribute to cutting-edge research at the intersection of applied mathematics, computational science, and high-performance computing.

Responsibilities

• Develop, implement, benchmark, and advance novel computational methods for equilibrium and nonequilibrium quantum many-body systems.
• Contribute to the development of scalable and efficient implementations of these algorithms for state-of-the-art high performance computing facilities.
• Collaborate within a multi-disciplinary research environment consisting of computational scientists, applied mathematicians, and computer scientists to link models and algorithms with high-performance computing.
• Author peer reviewed papers for internal and external release as well as represent the organization via technical presentations in workshops and conferences.

Qualifications

• Ph.D. in computational physics or a field relevant to the job duties such as physics, mathematics, computer science, or engineering within the past 5 years.
• Previous theoretical and/or computational research experience in tensor networks, Monte Carlo, machine learning or a related field.
• Proficiency in quantum mechanics, statistical modeling, and linear algebra.

Preferred Qualifications

• Experience with density matrix renormalization group and tensor network algorithm development and application.
• Competency with common scientific programming languages such as C++, Python, and/or Julia and version control systems.
• Experience in parallel programming with one or more common parallel programming models, like MPI or OpenMP.
• Experience in heterogeneous programming (i.e., GPU programming) and/or developing, debugging, and profiling massively parallel codes.
• Experience with using high performance computing for lattice model simulations.
• Experience working in a multi-disciplinary research environment.
• Demonstrated written and oral communication skills, a proven publication record, and effective interpersonal skills.

Special Requirements

• Postdocs: Applicants cannot have received their Ph.D. more than five years prior to the date of application and must complete all degree requirements before starting their appointment. The appointment length will be up to 24 months with the potential for extension. Initial appointments and extensions are subject to performance and availability of funding.
• This position requires the ability to obtain and maintain an HSPD-12 PIV badge. For employment at Oak Ridge National Laboratory (ORNL), a Real ID compliant form of identification will be required. Additionally, ORNL is subject to Department of Energy (DOE) access restrictions.