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Data Analyst

vor 2 Monaten


St Gallen, Sankt Gallen, Schweiz University of St Vollzeit

About the Role

We are seeking a highly skilled Research Assistant to join our team at the University of St. The ideal candidate will have a strong background in computer science and data science, with a focus on machine learning and deep learning.

Key Responsibilities

  • Conduct research and development of new machine learning algorithms and models, with a focus on large language models and transformer architectures.
  • Implement and evaluate the performance of these models using popular deep learning frameworks such as TensorFlow, PyTorch, and Keras.
  • Collaborate with our team of researchers and engineers to integrate state-of-the-art techniques into our existing systems.
  • Develop and maintain high-quality code, with a focus on modularity, scalability, and maintainability.
  • Participate in the design and implementation of new features and tools to support our research and development efforts.

Requirements

  • Master's degree in Computer Science, Data Science, or a related field, with a strong foundation in technical knowledge.
  • Proficient in Python programming, with experience in developing and modifying module classes in TensorFlow and Keras.
  • Strong understanding of complex problems and ability to solve them efficiently.
  • Familiarity with state-of-the-art techniques in deep learning, including attention mechanisms, sequence modeling, and neural network optimization.
  • Knowledge of large language model architectures, such as Generative Pre-trained Transformer models, is a plus.
  • Ability to learn and work with advanced machine learning development stacks.
  • Excellent communication and interpersonal skills, with the ability to work effectively in a team environment.
  • Proficiency in English, with proficiency in German a plus.