Data Scientist

Company:
Location: Singapore

*** Mention DataYoshi when applying ***

  • Conceptualize and develop Blueprint for Machine Learning models using python, allied libraries and other tools
  • Predictive modelling using Machine Learning
  • Develop, train, test, deploy and finetune Machine learning models in CORE Banking Production environment
  • Usage of python libraries
  • Conceptualization, design, development, testing, implementation and maintenance of Machine Learning based models with Python and allied libraries – pandas, matplotlib, XGBoost and other modelling tools
  • Automation of manual tasks
  • Understanding data patterns using tools and coming up with optimum solutions that are predictive and provides insights
  • Develop auto-healing solutions in production environment
  • Working with various other teams to conceptualize machine learning models
  • Data analysis to find patterns
  • Document all Use cases and steps
  • Good knowledge of Python development practices and ability to write clear and concise documentation (such as requirements, design and testing procedures)
  • Proven experience of translating manual activities into an automated deployment.
  • 5+ years working with Python in a professional production environment,
  • Expert level experience in conceptualization, design, development, testing, implementation and maintenance of Machine Learning based models with Python and allied libraries – pandas, matplotlib, XGBoost and other modelling tools
  • Predictive modelling - Proven ability to have implemented and conceptualized at least 2 predictive models in production environment
  • Good knowledge of Python development practices and ability to write clear and concise documentation (such as requirements, design and testing procedures)
  • Knowledge of mathematical and statistical concepts for Machine learning

*** Mention DataYoshi when applying ***

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