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Lawrence Berkeley National Laboratory

Fundamental science enabling energy and environment

Microbiome Postdoctoral Fellow

Life Sciences ResearchPosted on Nov 11
Full-timeBerkeley, CA, USA$6k - $6.7k /mo

About the Job

Requirements

  • A recent Ph.D. within the last 1–2 years in Computational Biology, Bioinformatics, Microbiology, Molecular Biology, Biochemistry, or a related discipline.
  • Strong experience analyzing microbial genomes and metagenomes, demonstrated by recent or pending publications.
  • Strong programming experience in Python, C/C++, R, or related scientific computing languages.
  • Experience with machine learning, statistical modeling, algorithm development, or large-scale data analytics.
  • Strong experience with UNIX utilities and filesystems.
  • Strong experience using standard bioinformatics tools and databases.
  • Strong knowledge of Biology/Biochemistry and key biological concepts, including genes, pathways, and microbial phylogeny.
  • Experience maintaining detailed and accurate records of results and analyzed data.
  • Oral and written communication experience, including presenting at group meetings and conferences and publishing research findings.
  • Interpersonal communication skills demonstrated through independent, data-driven research and collaboration with an interdisciplinary research team.

Responsibilities

  • Develop computational, statistical, and machine-learning methods for large-scale comparative analysis of microbial genomes and metagenomes.
  • Build predictive models to identify genomic, metabolic, phylogenetic, ecological, and environmental factors associated with microbial cultivability.
  • Design scalable workflows for integrating and analyzing large genomic, metagenomic, and environmental datasets using high-performance computing.
  • Apply microbial metabolic and physiological knowledge to characterize genomes and distinguish cultivated from uncultivated lineages.
  • Implement analytical methods for feature extraction, classification, clustering, dimensionality reduction, and network analysis.
  • Develop, optimize, document, and maintain reproducible research software and computational workflows.
  • Integrate multi-omics and environmental data to predict cultivation potential and generate experimentally testable hypotheses.
  • Collaborate with JGI’s cultivation community to prioritize microbial lineages for targeted cultivation.
  • Work with interdisciplinary research teams to validate methods and translate computational findings into biological insights.
  • Publish research findings, present at scientific conferences, and contribute software and analytical resources to the scientific community.
  • Develop software for organizing and handling metagenomic/metatranscriptomic data and automating analytical procedures.
  • Develop and present updates and reports at group meetings.
  • Support development of a user interface for navigating and comparing data across thousands of genomic/metagenomic samples.

Desired Qualifications

  • Experience with high-performance computing and workflow systems such as WDL, Nextflow, and Snakemake for large-scale genomic analyses.
  • Familiarity with command-line sequence analysis tools such as Last, Hmmer, Megahit, and MetaSpades.
  • Ability to represent and promote scientific projects accurately to audiences with diverse technical backgrounds.

About the Company

Lawrence Berkeley National Laboratory

Fundamental science enabling energy and environment

Berkeley Lab is a national research facility that conducts unclassified basic science across many fields, funded by the U.S. Department of Energy and managed by the University of California. Its work aims to address energy and environmental challenges by using interdisciplinary teams and building advanced tools for scientific discovery. Researchers study biosciences, computing sciences, Earth and environmental sciences, energy sciences and technologies, and physical sciences. The lab hosts about 4,200 scientists, engineers, staff, and students on a 200-acre site near UC Berkeley, and it has earned many prestigious honors, including Nobel Prizes and national academy memberships. Its goal is to generate foundational science that leads to practical, transformational solutions for energy and environmental issues while training the next generation of scientists and engineers.

Company size
5,001-10,000
Company stage
Grant
Total funding
$2M
Headquarters
Berkeley, CA
Founded
1931

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