Machine Learning Researcher

Posted Nov 21, 2023 by Invenio

  • Negotiable
  • Direct Hire
  • Cayman Islands

Responsibilities:

  • Research, design and develop machine learning models to improve our trading strategies by generating trading signals and back testing hypotheses.
  • Collaborate with quant researchers to identify and develop new trading strategies using raw market data.
  • Analyze and interpret large raw market data sets to extract valuable insights and trends.
  • Build and maintain statistical models to quantify and forecast the performance of trading strategies.
  • Continuously monitor the performance of existing models and algorithms and optimize them for accuracy and efficiency.
  • Stay up-to-date with the latest developments in machine learning and apply new techniques and tools to enhance our strategies.

Required:

  • Minimum of a MS in a STEM discipline
  • Strong knowledge of probability and statistics (time-series analysis, pattern recognition)
  • Experience in applying machine learning in trading strategies
  • Deep understanding of machine learning/deep learning models
  • Python expert (Pandas, Numpy, Sklearn, Tensorflow)

Preferred Technical Skills:

  • Experience in distributed computing for research with large datasets is a plus (Eg Spark)
  • Experience with MLFlow tracking tools is a plus (Eg MLflow)
  • Experience with model deployment (MLOps)

Qualifications:

  • Minimum of a BS in a STEM discipline
  • Fast paced startup mentality
  • You can manage projects independently (from scoping to delivery)
  • You are good at communicating results and interacting with team members
  • 2+ years of experience in successfully applying Machine Learning to finance

For an immediate response and a confidential conversation about this position, please contact:

Craig Drummond |   Craig@invenio-global.com |   +1 345 769 7000

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+1 345 769 7000

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