Berkeley Lab's Computational Research Division has an opening for a Postdoctoral Scholar. Berkeley Lab's Computational Cosmology Center (C3) is looking for a postdoctoral researcher to work on developing novel inferential and machine learning approaches using observational/experimental data and numerical simulations, and applying them to problems of DOE's Cosmic Frontier. Areas of interest are broad, including: extreme-scale statistical and machine learning methods for future sky surveys, surrogate modeling of expensive cosmological simulations, statistical methods of inference from simulations and observations, combining data-driven and science-based generative models, and others. We are interested in candidates whose research experience include statistics, solving inverse problems and/or machine learning and have interest in astrophysics, cosmology and/or large datasets. Formal background in cosmology is welcomed, but is not required. Ideal candidate will be capable of generating own research ideas and will have good programming skills.
Berkeley Lab is a full member of several cosmology surveys, including eBOSS, DESI, DES and LSST, and is involved in CMB experiments. Postdoctoral researcher will also have access to some of the world-leading supercomputers including Cori (Berkeley/NERSC), Theta (Argonne/ALCF) and Summit (Oakridge/OLCF). Interactions with researchers from UC Berkeley departments are encouraged, especially involving Berkeley Center for Cosmological Physics (BCCP), Berkeley Institute for Data Science (BIDS) and Foundations of Data Analysis (FODA) Institute.
Candidates should supply CV, research statement outlining both past research accomplishments and future plans, and arrange for 3 letters of recommendation.
What You Will Do:
Become an essential member of a diverse team of cosmologists, statisticians and computer scientists, working together to develop novel statistical and machine learning methods for cosmology.
Publish and present research results in journals and conference proceedings.
What is Required:
PhD in Physics, Astronomy, Applied Mathematics, Computer Science, Statistics or equivalent/related field.
Strong interest in statistics and/or machine learning.
Excellent oral and written communication skills.
Ability to work productively both independently and as part of a diverse team.
Additional Desired Qualifications:
Experience with High-Performance Computing in scientific context.
The posting shall remain open until the position is filled.
This is a full time, 1 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 paid postdoctoral experience. Salary for Postdoctoral positions depends on years of experience post-degree.
Full-time, M-F, exempt (monthly paid) from overtime pay.
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.
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: 85951
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.