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Head of Data

3 months ago

Singapore CDG ZIG PTE. LTD. Full time

Job Description:

As Head of Data you will

  • Work with stakeholders from different functions of PMG to architect and design analytics solution to meet business objectives
  • Develop an enterprise data science strategy to achieve scale, synergies and sustainability of model deployment across data team
  • Conduct analysis and cultivate on continuous improvement programmes to improve on quality, productivity and delivery
  • Undertake rigorous analyses of business problems on structured and unstructured data with advanced quantitative techniques
  • Building and developing data models, data automation systems, performance metrics, and reporting systems
  • Develop and train predictive / ML models using a diversity of machine learning tools and frameworks
  • Overseeing the delivery of insights and reports used for analyzing business functions and performance metrics
  • Provide strategic leadership and technical knowledge to data team

Requirements:

  • Master Degree and/or Degree in Computer Science, Data Analytics, Statistics or equivalent
  • 10 years' experience in quantitative analysis and data science (machine learning / predictive modelling) with at least 3 years of leadership / people management experience
  • Deep expertise in a range of ML concepts, frameworks and techniques such as logistic regression, clustering, dimensionality reduction, recommendation systems, neural nets etc.
  • Strong understanding of data infrastructure technologies (e.g. Spark, TensorFlow etc)
  • Familiar with data engineering methodologies, including SQL, ETL and experience in manipulating data sets with structured and unstructured data using Hadoop, AWS or other big data platforms
  • Proficient in data visualization and the use of dashboarding tools (e.g. Tableau, Power BI)
  • Experience with development or delivery of products and solutions with a focus on data driven systems
  • Experience with development of Data Models
  • Strong analytical and problemsolving skills
  • High energy and motivated team player
  • Able to effectively work across functions and teams to drive projects and key initiatives to completion