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MACHINE LEARNING RESEARCHER ROLE

2 weeks ago

Dublin, Dublin City, Ireland beBeeResearch Full time €120,000 - €140,000
Advanced Machine Learning Researcher Role">We are seeking a highly skilled Machine Learning Researcher to join our team. This is an exciting opportunity to apply advanced ML techniques to real-world problems and contribute to the development of cutting-edge solutions.">The successful candidate will have a strong foundation in machine learning and a proven track record of developing and deploying ML models. They will be responsible for collaborating with cross-functional teams, including research, development, and trading groups, to enhance our trading strategies and decision-making processes.">Key Responsibilities:">
  • Develop and deploy ML models to improve trading strategies, focusing on deep learning and scalable deployment.
  • Collaborate with researchers, developers, and traders to improve existing models and explore new algorithmic approaches.
  • Design and run experiments using the latest ML tools and frameworks.
  • Develop automation tools to streamline research and system development.
  • Apply rigorous scientific methods to extract signals from complex datasets and shape our understanding of market behavior.
  • Partner with engineering teams to implement and test models in production environments.
">Requirements:">
  • Post-graduate degree in machine learning or a related discipline, with publications at top-tier conferences or professional experience proposing novel ML algorithms.
  • 4+ years of experience in building and applying machine learning techniques.
  • Demonstrated experience working with and drawing conclusions from large datasets.
  • Proficient programming skills in Python and/or C++.
  • Practical knowledge of ML libraries and frameworks, especially in production environments.
  • Hands-on experience applying deep learning on time series data.
  • Strong foundation in mathematics, statistics, and algorithm design.
  • Excellent problem-solving skills with a creative, research-driven mindset.
  • Demonstrated ability to work collaboratively in team-oriented environments.
  • A passion for solving complex problems and a drive to innovate in a fast-paced, competitive environment.
"],