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, probability theory, privacy definitions, and apply it to develop efficient privacy preserved federated learning model. Communicate and coordinate experimental results with other domain experts to facilitate
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written and oral communication skills. Motivated self-starter with the ability to work independently and to participate creatively in collaborative teams across the laboratory. Ability to function well in a
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. Excellent record of productive and creative research as demonstrated by publications in peer-reviewed journals. Previous national laboratory experience. Excellent written and oral communication skills
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. Strong programming skills. Familiarity with popular Deep Learning platforms such as PyTorch and TensorFlow. Preferred Qualifications: Expertise in vision transformer or large language model. Expertise in
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, addressing critical challenges in science and engineering. Communicate and coordinate experimental results with other domain experts to facilitate collaboration. Present and report research results and publish
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algorithms at scale on ORNL's computational resources, including the Frontier supercomputer, addressing critical challenges in science and engineering. Communicate and coordinate experimental results with
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, heterogeneity-aware scheduling, robust and efficient training and fine tuning. Contribute to open-source software, datasets, and standardized evaluation suites; mentor interns and students. Communicate results
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environment, safety, health, and quality assurance requirements. Effectively communicate and collaborate with other technical staff and interface with staff outside of the home organization to meet research
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background in scientific data visualization, uncertainty quantification, AI/ML, statistics or a related field. Proficiency in Python and C++ programming languages. Excellent written and oral communication
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of scalable numerical algorithms on HPC architectures Excellent written and verbal communication and interpersonal skills. The ability to obtain and maintain a DOE Security Clearance Special Requirements