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Principal Data Scientist

Date: 06-Jun-2022

Location: Singapore, Singapore

Company: Singtel Group

Responsibilities

  • Work with Business stakeholders to translate opportunities and problem statements, architect and implement ML/ AI technologies/solutioning and present results and insights to business stakeholders.
  • Manage and develop a team of Data Scientists, including reviews and instill best practices.
  • Solid track record of deploying machine learning algorithms in production environment.
  • Develop and deploy analytical solutions across a variety of business functions, including, but not limited to: customer acquisition, customer retention, product development, pricing decisions, network roll-out
  • Track and improve performance of analytical solutions developed
  • Communicate findings to wider audiences within Singtel
  • Develop on cutting edge business applications, tools and approaches, and strategic capabilities

 

We are committed to a safe and healthy environment for our employees & customers and will require all prospective employees to be fully vaccinated.

 

The Ideal candidate should possess:

  • Good degree in Analytics or Computer Science with 5 -7 years experience in computer science, applied mathematics, statistics, machine learning, or a related quantitative field.
  • Deep technical and data science expertise, including experience in the following:
    • Analytical methods: statistical modeling (e.g., linear regression, GLMs, time series), supervised machine learning (e.g., random forests, neural networks), design of experiments, segmentation/clustering, text mining, network analysis (e.g., location allocation), optimization, simulation
    • Analytics tools: Data wrangling (SQL, R, Python, Spark, Hadoop/Hive, Impala), Data Modeling (R, Python), Data visualization (Tableau, R Studio, Power BI)
    • Experience on working with Cloud based Data Platforms/ Tools.
    • Experience in Data Governance and Security best practices
    • Experience in Code reviews and improvements.