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Lawrence Berkeley National Laboratory
Postdoctoral Researcher Machine Learning for Materials ScienceLawrence Berkeley National Laboratory • Berkeley, CA, United States
Postdoctoral Researcher Machine Learning for Materials Science

Postdoctoral Researcher Machine Learning for Materials Science

Lawrence Berkeley National Laboratory • Berkeley, CA, United States
23 hours ago
Salary
$99,192.00–$110,808.00 yearly
Job type
  • Full-time
Job description

Postdoctoral Researcher Machine Learning for Materials Science

Lawrence Berkeley National Laboratory is hiring a Postdoctoral Researcher Machine Learning for Materials Science within the Molecular Foundry division. Molecular Foundry is a Department of Energy-funded nanoscience research user facility that provides access to cutting-edge expertise and instrumentation in a collaborative, multidisciplinary environment to scientists from around the world. The Postdoctoral Researcher will work at the Molecular Foundry in collaboration with researchers from Argonne National Lab and Oak Ridge National Lab on a collaborative Department of Energy funded project "AlphaFold for Microelectronics". The role will be to develop data infrastructure to capture and curate both experimental and simulation data and collaboratively build machine learning models to predict behavior of novel materials for memristor applications. This is an opportunity to contribute to a vibrant research community dedicated to doing excellent science in a supportive and inclusive environment.

You will:

  • Collaborate with scientists in developing workflows to capture data and metadata for both experiments and simulations and store them in the Crucible data platform.
  • Collaborate with experimental and computational researchers to define appropriate metadata, data-quality requirements, and analysis-ready data structures.
  • Develop machine learning models that integrate multimodal experimental and simulation data.
  • Contribute to the development of Crucible Data Platform using software best practices.
  • Present research results at national conferences and author publications.

We are looking for:

  • Ph.D. in Physics, Chemistry, Material Science, Computer Science or a closely related field.
  • Demonstrated knowledge of Python or another major programming language for data analysis and familiarity with machine learning approaches for data analysis.
  • Knowledge of Machine Learning methods for materials science applications.
  • Strong organizational skills including the ability to prioritize work, meet deadlines, and contribute to the planning of a scientific research program.
  • Excellent oral and written communication skills including the ability to organize technical/scientific information, publish in top journals, and present at conferences.
  • Strong teamwork and interpersonal skills including the ability to collaborate with a diverse interdisciplinary research team.

Additional information:

Application date: Priority consideration will be given to candidates who apply by September 3, 2026. Applications will be accepted until the job posting is removed. Appointment type: 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. Salary range: $99,192 - $110,808. Work modality: Work will be primarily performed at: Lawrence Berkeley National Lab, 1 Cyclotron Road, Berkeley, CA.

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Postdoctoral Researcher Machine Learning for Materials Science • Berkeley, CA, United States

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