Berkeley Lab's Computational Research Division has an opening for an Exascale Computing Postdoctoral Researcher. This position will conduct fundamental and applied research in high-performance computing applied to graph algorithms, bioinformatics, machine learning, and/or sparse matrix computations. The postdoctoral scientist will work closely with the Exabiome team, which is developing algorithms, analysis techniques, and machine learning capabilities to address solutions for some of the most challenging problems in bioinformatics on exascale systems.
What You Will Do:
Perform research in high performance computing, such as automatic performance tuning, code generation (DSLs), or parallel algorithms.
Design parallel algorithms for bioinformatics, machine learning, or graph analytics.
Implement parallel algorithms for GPUs and HPC systems with GPUs.
Publish and present research results in high-impact journals and top conferences in one or more of the following areas: parallel computing, machine learning, sparse matrix computations, bioinformatics, and high-performance graph analytics.
What is Required:
Ph.D. degree, within the last 3 years, in Computer Science, Computational Sciences, Applied Mathematics, or a related technical field.
Proficiency in C++, as well as one or more of the parallel libraries/languages: MPI, OpenMP, UPC++, CUDA.
Ability to design and implement parallel algorithms for computational biology, machine learning, or graph analytics, on shared- and distributed-memory parallel platforms.
Ability to publish in top journals and conferences.
Ability to conduct research in a highly collaborative environment.
Experience with the following software engineering tools: make, cmake, revision control systems (such as git).
One or more of the popular scripting languages such as Python, Julia, or R.
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 3 years of paid postdoctoral experience. Salary for Postdoctoral positions depends on years of experience post-degree.
This position is represented by a union for collective bargaining purposes.
Salary will be predetermined based on postdoctoral step rates.
This position may be subject to a background check. Any convictions will be evaluated to determine if they directly relate to the responsibilities and requirements of the position. Having a conviction history will not automatically disqualify an applicant from being considered for employment.
Work will be primarily performed at Lawrence Berkeley National Lab, 1 Cyclotron Road, Berkeley, CA.
Equal Employment Opportunity: Berkeley Lab is an Equal Opportunity/Affirmative Action Employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability, age, or protected veteran status. Berkeley Lab is in compliance with the Pay Transparency Nondiscrimination Provision under 41 CFR 60-1.4. Click here to view the poster and supplement: "Equal Employment Opportunity is the Law."
Lawrence Berkeley National Laboratory encourages applications from women, minorities, veterans, and other underrepresented groups presently considering scientific research careers.
Internal Number: 91912
About Lawrence Berkeley National Laboratory
In the world of science, Lawrence Berkeley National Laboratory (Berkeley Lab) is synonymous with excellence. Thirteen scientists associated with Berkeley Lab have won the Nobel Prize. Fifty-seven Lab scientists are members of the National Academy of Sciences (NAS), one of the highest honors for a scientist in the United States. Thirteen of our scientists have won the National Medal of Science, our nation's highest award for lifetime achievement in fields of scientific research. Eighteen of our engineers have been elected to the National Academy of Engineering, and three of our scientists have been elected into the Institute of Medicine. In addition, Berkeley Lab has trained thousands of university science and engineering students who are advancing technological innovations across the nation and around the world. Berkeley Lab is a member of the national laboratory system supported by the U.S. Department of Energy through its Office of Science. It is managed by the University of California (UC) and is charged with conducting unclassified research across a wide range of scientific disciplines. Located on a 200-acre site in the hills above the UC Berkeley campus that offers spectacular... views of the San Francisco Bay, Berkeley Lab employs approximately 4,200 scientists, engineers, support staff and students. Its budget for 2011 is $735 million, with an additional $101 million in funding from the American Recovery and Reinvestment Act, for a total of $836 million. A recent study estimates the Laboratory's overall economic impact through direct, indirect and induced spending on the nine counties that make up the San Francisco Bay Area to be nearly $700 million annually. The Lab was also responsible for creating 5,600 jobs locally and 12,000 nationally. The overall economic impact on the national economy is estimated at $1.6 billion a year. Technologies developed at Berkeley Lab have generated billions of dollars in revenues, and thousands of jobs. Savings as a result of Berkeley Lab developments in lighting and windows, and other energy-efficient technologies, have also been in the billions of dollars. Berkeley Lab was founded in 1931 by Ernest Orlando Lawrence, a UC Berkeley physicist who won the 1939 Nobel Prize in physics for his invention of the cyclotron, a circular particle accelerator that opened the door to high-energy physics. It was Lawrence's belief that scientific research is best done through teams of individuals with different fields of expertise, working together. His teamwork concept is a Berkeley Lab legacy that continues today.