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The two postdoctoral research associates will be responsible for the development of the middleware and application-level software, gathering application requirements, ensuring the instrument meets the requirements, developing tutorials, and carrying out training of new users. One postdoc will work on the development of new and adaptation of existing DL frameworks on the instrument while working with the research teams that utilize these frameworks. The other postdoc will be responsible for the application-level software and development of web-based interface for novice users. The two graduate students will assist the SSE and Postdocs with the implementation and evaluation of the instrument, and interface with the research groups interested in using the instrument and assist with code adaptation."