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us: Senior Bioinformatics Engineer

             
Apr
29
Apr
18
Lawrence Berkeley National Laboratory (LBNL); Berkeley, California, United States
Populate and maintain existing plant genome data warehouses and reference databases; Develop, run, and maintain plant genome data analysis pipelines to provide proteome classification, gene expression, and gene family analysis of newly annotated JGI genomes and newly integrated externally sourced ge...      A Bachelor’s Degree (or equivalent knowledge/training) in Bioinformatics, Computer Science, Data Science, or related field and a minimum of 8 years of demonstrated success implementing and maintaining large scale genome sequence data analysis systems with large complex technological programs or an...

us: Computational Postdoctoral Fellow (Optimization and Learning for Imaging)

             
Apr
18
Lawrence Berkeley National Laboratory (LBNL); Berkeley, California, United States
Develop theory and optimization techniques for tackling noise and missing data for improved subtomogram resolution; Develop algorithms for automated marker-less alignment of X-ray and electron tomography data; Develop new data-driven methods that leverage physics-informed machine learning for recons...      A recent Ph.D. (within the last 1-2 years) in Applied Mathematics, Computational Biophysics/Physics, Computer Science, Data Science or a related discipline; Experience developing numerical methods for solving inverse problems in imaging including but not limited to phase retrieval, iterative reconst...

us: Postdoctoral Fellow Quantum Computing

             
Apr
10
Lawrence Berkeley National Laboratory (LBNL); Berkeley, California, United States
As part of the team contribute to the development of efficient algorithms for quantum simulations; Contribute to the implementation of algorithms in open-source software tools for quantum computing; Contribute to the advancement of software tools developing optimal quantum source code; As part of an...      PhD degree in chemistry, physics, applied mathematics or a relevant field is required; Demonstrated experience in quantum computing and related algorithm and software development is required; Strong programming skills in Python

us: Machine Learning Engineer

             
Apr
07
Profluent; Berkeley, California, United States
Optimize and deploy state-of-the-art deep learning models for protein sequences and structures; Develop efficient, high-quality code and data pipelines; Implement, analyze, and interpret multiple computational approaches and present results to colleagues in regular update meetings; Establish automat...      MS or PhD in Computer Science, Machine Learning, Natural Language Processing, Applied Math, Computational Biology, Statistics, or a related field; 2+ years of industry experience in machine learning infrastructure, pipeline building, distributed training, and deployment; Demonstrated ability in re-i...

us: Machine Learning Scientist

             
Apr
07
Profluent; Berkeley, California, United States
Design and develop state-of-the-art deep learning methods for protein sequence, structure, and function prediction and apply them to protein design; Collaborate with Biology team to design and characterize novel designed biomolecules; Implement, analyze, and interpret multiple computational approach...      PhD in Computer Science, Machine Learning, Natural Language Processing, Applied Math, Computational Biology, Statistics, or a related field; Experience with conceiving of, implementing, and developing novel machine learning techniques; Publications at major machine learning conferences (NeurIPS, ICM...