Berkeley Lab's Computational Research Division has an opening for a Postdoctoral Scholar. The Center for Computational Sciences and Engineering (CCSE) develops and applies advanced computational methodologies to solve large-scale scientific and engineering problems arising in DOE mission areas involving energy, environment, and industrial technology. You will play an active role in the CCSE effort in optimization research and WERRI (https://www.werri.lbl.gov/) focusing specifically on the development of computationally efficient tools for water-energy decision support.
This position is a research position in applied mathematics and computational science. The incumbent in this position will develop data-informed surrogate models for decision support systems in particular with application to California watersheds and power plant design. The incumbent will perform data analysis, implementation and uncertainty quantification of predictive surrogate models, and scenario analysis. For more information about the optimization effort in the Center for Computational Sciences and Engineering, please visit https://optimization.lbl.gov/.
What You Will Do:
Explore the applicability and suitability of different surrogate models to water-related and/or power plant data sets.
Perform basic research in data-informed mathematical modeling and numerical optimization.
Develop, implement, and benchmark efficient scenario analysis techniques.
Interact with researchers external to CCSE to explore and extend the applicability of the developed algorithms.
Work in a multidisciplinary team environment including mathematicians, computer/computational scientists, data scientists, and domain scientists.
Author peer-reviewed journal articles and contribute to research proposals.
What Is Required:
Ph.D. in Applied Mathematics or Computational Science within the last 3 years, with a strong research background in mathematical modeling and machine learning.
Experience with scenario analysis, statistics, and optimization.
Broad knowledge of data analysis techniques.
Demonstrated interest and the ability to work as part of a cross-disciplinary team.
Excellent oral and written communication skills.
Additional Desired Qualifications:
Experience with Python, MATLAB, C++ is a positive.
Experience with Pyomo is a positive.
The posting shall remain open until the position is filled.
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 <number> years 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.
Work Schedule: Full-time, M-F, exempt (monthly paid) from overtime pay.
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.
Berkeley Lab (LBNL) addresses the world's most urgent scientific challenges by advancing sustainable energy, protecting human health, creating new materials, and revealing the origin and fate of the universe. Founded in 1931, Berkeley Lab's scientific expertise has been recognized with 13 Nobel prizes. The University of California manages Berkeley Lab for the U.S. Department of Energy's Office of Science.
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."
Internal Number: 85270
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.