Lead Data Scientist

Singapore, Singapore

Job Description


Job Purpose

Reporting to the Lead of Data Science, this role is responsible to ensure the successful delivery of group wide data science initiatives. These initiatives typically include the application of data science models on structured, semi structured and unstructured data to derive business insights with a potential to drive business performance.

The Lead Data Scientist is expected to work closely with key stakeholders and possess the relevant technical skills required to implement data science solutions that enable the use of data as a strategic asset.

The Job

  • Participate in the build of group wide data science capabilities, with a focus on organising, analysing and interpreting data to uncover patterns and trends and establishing how these findings can help increase business value through making better informed decisions.
  • Perform exploratory data analysis, build and enhance data science models to help drive business performance.
  • Work closely with business stakeholders to drive integration and adoption of analytics insights into new and existing business processes by demonstrating the ability to communicate the business benefits provided by analytics insights.
  • Conduct regular reviews on planned and existing data science initiatives and identify ways to develop integrated data science solutions across geography and function.
  • Support the build of data products including data science feature stores to support the build of data science models.
  • Support the build of visual dashboards primarily aimed at monitoring the outcomes of data science models.
  • Ensure all data science project undertaking comply with both internal and external policies, guidelines and regulations.
  • Provide group level support to extended data science team based in other GE offices.
  • Takes accountability in considering business and regulatory compliance risks and takes appropriate steps to mitigate the risks.
  • Maintains awareness of industry trends on regulatory compliance, emerging threats and technologies in order to understand the risk and better safeguard the company.
Highlights any potential concerns /risks and proactively shares best risk management practices.

Qualifications

Our Requirements
  • Masters or PhD in analytics or mathematic disciplines (e.g. analytics, statistics, mathematics) preferred.
  • 5 to 7 years of experience participating in data science and analytics projects as an individual contributor required.
  • Working level competency in Python and SQL programming required
  • Practical knowledge in statistical and machine learning techniques including GLM, Regression, Random Forest, Boosting, Trees, Text Mining, Network analysis, etc. required.
  • Practical knowledge in open source libraries such as scikit-learn, numpy, TensorFlow etc. is required.
  • Experience in data visualisation software such as Tableau is a plus.
  • Experience in using BigQuery, Google Analytics and Amazon SageMaker is a plus.
  • Experience in insurance, especially in claim and risk domain is a plus.
  • High level of integrity, takes accountability of work and good attitude over teamwork.
  • Takes initiative to improve current state of things and adaptable to embrace new changes.
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Job Detail

  • Job Id
    JD1342977
  • Industry
    Not mentioned
  • Total Positions
    1
  • Job Type:
    Full Time
  • Salary:
    Not mentioned
  • Employment Status
    Permanent
  • Job Location
    Singapore, Singapore
  • Education
    Not mentioned