Advanced AI Model Developer

2 weeks ago

Dublin, Dublin City, Ireland beBeeMachineLearning Full time €100,000 - €140,000

Machine Learning Researcher - We are seeking a highly skilled researcher to join our dynamic team.

  • We are expanding the Machine Learning group and need someone who can apply advanced ML techniques to a wide range of forecasting challenges, including time series analysis, natural language understanding, and more.

This is a unique opportunity to work at the intersection of cutting-edge research and real-world impact, leveraging one of the highest-quality financial datasets in the industry.

Key Responsibilities:

  • Conduct research and develop ML models to enhance trading strategies, with a focus 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 behaviour
  • 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 machine learning algorithms
  • 4+ years 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, such as PyTorch or TensorFlow, 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

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