AI Algorithms Postdoctoral Fellow
- Lawrence Berkeley National Laboratory
- Location: Berkeley, CA
- Job Number: 7089930 (Ref #: 34814)
- Posting Date: Dec 1, 2021
- Application Deadline: Open Until Filled
Job DescriptionAI Algorithms Postdoctoral Fellow - 94064
Department: CR-Computational Research
Lawrence Berkeley National Lab’s (LBNL, https://www.lbl.gov/) Computational Research Division (https://crd.lbl.gov/) has an opening for a AI Algorithms Postdoctoral Fellow Postdoc to join the team.
In this exciting role, you will join Berkeley Lab’s Computer Languages and Systems Software (CLaSS) group, a world-leading team researching and developing programming models and software for parallel and quantum computing. CLaSS research focuses on the design and development of parallel programming languages, compilers, networking middleware, runtime libraries, and quantum synthesis tools. Open-source software produced by CLaSS and its collaborators include the GASNet-EX exascale communication library, the Berkeley UPC compiler, the UPC++ template library, BQSKit quantum synthesis toolkit, and the OpenCoarrays parallel runtime library. CLaSS researchers collaborate with computational scientists across application domains ranging from large-scale genome assembly to materials modeling and climate simulation.
The postdoc will identify and implement artificial intelligence (AI) algorithms to accelerate a proxy application or communication kernel for the Intermediate Complexity Atmospheric Research (ICAR) model using AI accelerator hardware. CLaSS develops the ICAR proxy app in collaboration with the National Center for Atmospheric Research (NCAR). Target applications for AI might include implicit time advancement, tuning turbulence models, or dynamic load balancing. The postdoc will write code in Fortran 2018 or in C++ using the UPC++ template library. The postdoc will also have the opportunity to contribute to other CLaSS research projects and to collaborate with computational scientists and research software engineers at Berkeley Lab and NCAR.
What You Will Do:
• Gather and analyze data on the performance and scalability of an atmospheric transport application.
• Collaborate with scientists and engineers at Berkeley Lab and NCAR on the development of novel software for accelerating climate-change predictions using AI accelerator hardware.
• Contribute to one or more CLaSS projects, including the development of new algorithms and software for high-performance computing on heterogeneous computer system architectures.
• Document work and results in technical reports, journal articles, and conference papers.
• Present results at scientific meetings.
• Requires a Ph.D. in computer science, atmospheric sciences, or related computational science and engineering disciplines.
• Experience writing distributed-memory parallel code for scientific applications.
• Experience writing object-oriented Fortran - or C++.
• Experience designing AI algorithms and expressing the resulting algorithms in code.
• Ability to translate complex algorithms in high-performing, scalable software.
• Ability to communicate effectively and to contribute to a large software project.
• Demonstrated ability to prepare research results for publication and presentation at seminars and • Experience with AI applications and development.
Additional Desired Qualifications:
• Experience with the object-oriented and parallel features of Fortran 2008 or 2018.
• Experience with simulating turbulent fluid flow or the atmospheric transport of molecular species or particulate matter.
• This is a full-time 2-year postdoctoral appointment with the possibility of renewal based upon satisfactory job performance, continuing availability of funds and ongoing operational needs. You must have less than 4 years of paid postdoctoral experience. Salary for Postdoctoral positions depends on years of experience post-degree.
• This position will be remote initially, but limited to individuals residing in the United States tentatively until 2021 due to COVID-19. Once the Bay Area shelter-in-place restrictions are lifted, work will be primarily performed at Lawrence Berkeley National Lab, 1 Cyclotron Road, Berkeley, CA.
How To Apply
Apply directly online at http://18.104.22.168/counter.php?id=210478 and follow the on-line instructions to complete the application process.
Based on University of California Policy - SARS-CoV-2 (COVID-19) Vaccination Program, Berkeley Lab strongly recommends that all members of our community obtain the COVID-19 vaccine as soon as they are eligible. As a condition of Physical Presence at a Berkeley Lab Location, all Covered Individuals must Participate in the COVID-19 Vaccination Program by providing proof of Full Vaccination or submitting a request for Exception or Deferral.
Berkeley Lab is committed to Inclusion, Diversity, Equity and Accountability (IDEA, https://diversity.lbl.gov/ideaberkeleylab/) and strives to continue building community with these shared values and commitments. Berkeley Lab is an Equal Opportunity and Affirmative Action Employer. We heartily welcome applications from women, minorities, veterans, and all who would contribute to the Lab's mission of leading scientific discovery, inclusion, and professionalism. In support of our diverse global community, all qualified applicants will be considered for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability, age, or protected veteran status.
Equal Opportunity and IDEA Information Links:
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