Data Scientist (Team Lead) (Finance / Accounting, Supervisory)
Bank Consortium Trust Company Limited
Hong Kong
5天前

Key Responsibilities

  • Formulate long term data analysis service strategy to drive value for our business
  • Initiate and lead research and development of infrastructure for data extraction, preparation, and loading of data from a variety of sources using technology such as big data, artificial intelligence, machine learning / deep learning
  • Lead and mentor a team of data specialists to serve the data analysis needs for business units (i.e. process for articulating benefits, cost and prioritization)
  • Evaluate data analysis / visualisation tools that will offer deeper insight into the data pipeline, allowing for critical discoveries to meet business requirements
  • Support and, where required, lead training of colleagues from different business units to equip with basic data analysis skill
  • Propose, build, and execute various data science models to leverage existing data to improve business by utilizing unstructured data
  • Evaluate effectiveness of proposed models in the business’s product / services and track the business performance against data analysis model
  • Requirements

  • MSc in Computer Science, Operational Research, Statistics or a related degree (PhD is an advantage)
  • Expertise in Machine-Learning and Deep-Learning, including time-series analysis.
  • Experience with the following tools and technologies :
  • Hadoop, Spark, Kafka,
  • Relational SQL and NoSQL databases
  • Data pipeline / workflow management tools
  • Stream-processing systems such as Storm and Spark-Streaming
  • Object-oriented / object function scripting languages such as R, Python, Java, C++, etc.
  • Power BI or Tableau
  • Expertise in practical statistical analysis
  • Excellent communication, presentation, stakeholder management, data analytics / modelling skills
  • Minimum 8 years’ work experience in data analysis in which at least 2 years in developing practical ML / DL solutions and in a role of data science team lead
  • Job Category : Finance / Accounting Job Level : Supervisory

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