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and image analysis within the project, responsible for designing and iterating on machine learning architectures, managing training pipelines and datasets, and optimizing models for deployment across
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-on laboratory skills and troubleshooting mindset - Mechanical design and rapid prototyping (CAD, machining, 3D printing) - Instrumentation integration (sensors, cameras, data acquisition systems
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structures, and time-dependent processes spanning molecular and cellular scales. We encourage the use of theory and computation as well as experiment, and welcome applicants who use machine-learning and
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- Knowledge of mathematical probability and statistics, and optimization methods - Knowledge of machine learning, including supervised and unsupervised learning, deep learning, and model evaluation - Knowledge
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representativeness - Knowledge of software engineering for AI applications - Knowledge of mathematical probability and statistics and optimization methods - Knowledge of machine learning including
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scientific database software - Demonstrated expertise in chemical structure analysis by computer - Demonstrated facility in applying mass spectral fragmentation rules for electron ionization
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systems. Oversee budget expenditures for study operations. Other duties as assigned. In addition to the duties listed above Manuscript preparation assistance. Grant preparation assistance. Conference
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transportation. Answer telephone, screen callers, relay messages, and greet visitors. Open, sort, and screen mail. Perform other duties as assigned. Special Knowledge, Skills & Abilities Computer skills and
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structures, data transformation, algorithms, and data output by using appropriate computer language/tools to provide technical solution for application development tasks. Assist with documentation of code and
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Certifications Familiarity with Higher Education systems, and willingness and ability to learn additional applications as needed Proficiency in basic data management systems and basic computer applications (e.g