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Eligibility criteria Selection will be based on the following scientific and technical criteria: • PhD in computational biology, machine learning, bioinformatics or a related field. • Proficiency with Python
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learning or a related field experience in the development of machine learning models using Python and pytorch expertise in two or more of the following technical areas: implementation of signal processing
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considered an advantage. Candidates should have programming skills in Python, R, or similar languages and be motivated to develop advanced modelling tools for sustainable transport planning. Your master’s
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haptics (actuators, tactile displays, force feedback devices) Strong visual computing skills (Unity, C++/C#, Python, rendering, tracking or 3D reconstruction pipelines) A solid track record of HCI research
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development Qualifications PhD degree in Bioinformatics, Computational Biology, Computer Science, Mathematics, Physics, or a related field Strong experience with programming in Python, R, or similar languages
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Physics, Applied Mathematics, or Computer Science, with experience in deep generative models (VAE, diffusion) and Python/PyTorch. Applications from statistical physicists are welcome. STILL HESITATING? The
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presentations, publications, and conferences. Basic Qualifications Bachelor’s degree in computer science, applied and computational mathematics, or related field. Programming experience with Python and JAX
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2026 semester. This course is structured as a general topics course on machine learning tools, and their implementation through languages such as Python, and the Python packages, Scikit Learn, Keras
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fieldwork and data analysis Proficiency in Python coding, Machine Learning programing, and data analysis experience Knowledge, Skills, and Abilities: Ability and flexibility to routinely travel for fieldwork
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genomics and novel therapies. As a successful candidate, you will: Analyze genomic and proteomic data and generate expression matrices using preexisting code. Write short Perl/Python scripts to support