Postdoctoral Scholar in Machine Learning and Chemical Sciences
Lawrence Berkeley National Laboratory
July 14, 2018
Berkeley, United States
Berkeley Lab is seeking a Postdoctoral Scholar for research focused on the development machine learning approaches, algorithms and data sets to solve chemical sciences problems.
The Postdoctoral Scholar will contribute to the development and/or advancement of open-source software tools, primarily in Python, and likely in C/C++, focused on the implementation and design of neural networks and integration into Jupyter Notebooks. This position will be involved collaborations with commercial partners. Involvement in the publication of the research and contributions at conferences is expected.
The position will be part of an integrated team of biochemists, computational chemists and physicists and machine learning algorithms developers that will design and deliver novel approaches that will break new ground in utilizing machine learning to solve complex biochemical problems, with the near-term focus on mass-spectrometry, and provide a foundation for algorithmic development by the broader scientific and engineering scientific community.
In this role, the Postdoctoral Scholar will:
Be part of a team and contribute to the development of novel algorithms for deep learning networks in chemical sciences.
Contribute to the implementation of algorithms in open-source software machine learning frameworks.
Contribute to the development of new chemical and materials data sets for machine learning.
Participate as part of an interdisciplinary team contribute to the design and execution of machine learning approaches to solve relevant scientific problems.
Publish results in peer reviewed journals and conferences.
PhD degree in Quantum Chemistry, Physics, or a relevant field is required.
Experience with machine learning and deep learning network development, particularly using TensorFlow and similar frameworks, is required.
Strong programming skills Python required.
Ability to work collaboratively in an interdisciplinary team contributing to an active intellectual environment.
Possess excellent written and verbal communication skills.
Additional Desired Qualifications:
Programming skills in C/C++ are highly desired.
This is a full time one-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 three 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.
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.
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 thePay Transparency Nondiscrimination Provisionunder 41 CFR 60-1.4. Clickhere to view the poster and supplement: "Equal Employment Opportunity is the Law."
Internal Number: 85309
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.