Assistant Manager/Manager, Machine Learning and Systematic Strategies Assistant Manager/Manager, Machine Learning and  …

Lion Global Investors Ltd
in Singapore
Permanent, Full time
Be the first to apply
Competitive
Lion Global Investors Ltd
in Singapore
Permanent, Full time
Be the first to apply
Competitive

JOB RESPONSIBILITIES

  • Develop and test new Machine Learning financial models for new and existing fund products
  • Validate, analyse, document and report on the performance of such models
  • Maintain, analyse and report on existing models used by the team
  • Undertake risk and performance analysis of Machine Learning Model’s portfolio output
  • Work across various financial data sets
  • Explore new data sets / sources to develop differentiated alpha-capture strategies

 

JOB REQUIREMENTS

  • Relevant university degree – preferably in Data Science or Quantitative Finance disciplines
  • Proficiency in Python and R is a requisite
  • CQA qualifications helpful
  • Strong understanding of statistical modelling, applied mathematics, machine learning algorithms and scientific computing, preferably with experience in applying them to financial asset classes
  • Familiarity with various commonly used Machine Learning financial models will be helpful (e.g. neural networks, LSTM, clustering models, regression models)
  • Familiarity with various financial data sources will be helpful (e.g. Bloomberg, Factset, Eikon)
  • Knowledge of portfolio risk analystics will be helpful
  • Good understanding of financial markets
  • 1 - 3 years of relevant working experience
  • Strong follow up skills and able to multi-task
  • Analytical and strong process improvement mindset
  • Strong communication skills to communicate effectively with the team
  • Demonstrate strong teamwork with internal and external groups
  • Fast learner with the ability to think out of the box and provide solutions
  • Meticulous and able to deliver under pressure

Please be informed that only shortlisted candidates will be notified.

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