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experience in the care and husbandry of snails or similar organisms in an aquaculture or laboratory setting. Strong data analysis skills (e.g., R, Python, GIS). Track record of scientific writing and
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infrastructure (e.g., ingestion, storage, access, API). Write clean, modular, well-tested Python code for database automation and processing pipelines. Research Support & Collaboration (30%) Contribute
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of Michigan and the world through preeminence in creating, communicating, preserving and applying knowledge, art, and academic value. U-M is in high demand, with a record of 105,142 undergraduate first-year and
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. This individual will be tasked with helping develop software control and interfaces for custom laboratory imaging devices. Prior experience in Python, C++, software project management, and hardware control
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social science questions and identifying, accessing, managing, and analyzing data that can inform those questions. Students will be taught and asked to use R and Python in this course. Mission Statement
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. Demonstrated experience using Python or R for data analysis, statistical modeling, and automation. Familiarity with data warehousing concepts, dimensional modeling, and experience working with data warehouses
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., Ansible, Terraform, Python scripting for automation) and Infrastructure as Code (IaC), as evidenced by application materials. Knowledge of Software-Defined Infrastructure (SDI) concepts, network
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Intelligence (AI), Java, Large Language Models (LLMs), Python (Programming Language), PyTorch, Tensorflow Grade G17 Salary Range $110,300.00 - $194,200.00 / Annually The salary range reflects base salaries paid
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this application process. 1. Go to http://www.umjobs.org 2. Click on "Login" (upper right corner). Use your umich uniqname and password. 3. Click on "U-M Graduate Student on the Ann Arbor campus
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, Python (Programming Language), Python Matplotlib, Research Labs, Scanning Probe Microscopy (SPM), Software Packages, Statistical Packages, Visual Aesthetics Grade G11 Salary Range $53,100.00 - $90,600.00