Postdoctoral Fellow (Software for Automated Experiments)
Lawrence Berkeley National Laboratory
Internal Number: 93692
Berkeley Lab's Energy Storage & Distributed Resources Division (ESDR) is looking for a Postdoctoral Fellow to work within a team to develop a laboratory capability for automated experimentation. You will focus on data management and machine learning, including developing the software for the experimental tools. You will be expected to present findings in conferences and reports as well as to write journal articles to be submitted to peer-reviewed journals.
Self-driving laboratories, which automate experimentation and decision-making, represent a future vision for materials research. Apart from the associated hardware, what is needed to make this vision a reality are software tools for data management, machine learning algorithms to automate decision making based on this data, and robust controls and interfaces for controlling the robotic equipment.
What You Will Do:
Develop and maintain databases of materials data, including developing online dashboards for data exploration
Work with experimental teams to write software that controls experimental hardware
Develop and apply data mining and statistical learning methods to determine optimal experiments for achieving synthetic goals
Write and contribute to a large software framework.
Write and publish papers.
What is Required:
A recent Ph.D. in Computer Science, Electrical Engineering, Material Sciences, Physics, Chemistry, or related field.
Extremely high aptitude and desire for programming and building software infrastructure including object-oriented programming, databases (MongoDB preferred), software engineering practice (version control, unit testing, continuous integration).
Prior ability or desire to learn data mining and data analysis.
Excellent oral, written, and interpersonal communication skills that facilitate interdisciplinary work.
What We Prefer:
Python programming experience.
Experience and familiarity with the Materials Project codebase.
Experience with automating experimental equipment particularly for materials synthesis.
For full consideration, please apply by October 1, 2021 with the following application materials:
Cover Letter - Describe your interest in this position and the relevance of your background.
Curriculum Vitae (CV) or Resume.
This is a full time, exempt from overtime pay (monthly paid), 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 of paid postdoctoral experience.
Salaries for postdoctoral positions depend on years of experience post-degree and are predetermined based on postdoctoral step rates.
This position is represented by a union for collective bargaining purposes.
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 performed onsite at Lawrence Berkeley National Lab, 1 Cyclotron Road, Berkeley, CA.
Learn About Us:
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.
The Energy Storage and Distributed Resources Division (ESDR) works on developing advanced batteries and fuel cells for transportation and stationary energy storage, grid-connected technologies for a cleaner, more reliable, resilient, and cost-effective future, and demand-responsive and distributed energy technologies for a dynamic electric grid.
Berkeley Lab's Postdoc Program is committed to providing Postdoctoral Researchers and Visiting scholars with a positive and impactful experience to jump-start their career through premium research and career development, networking opportunities, mentoring programs, and a strong community. For more information, please visit our Berkeley Lab Postdoc Resources site and our Berkeley Lab Postdoc Association site.
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.
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.