Data Scientist, AI Lab

OCBC Bank
Singapore
SGD 100,000 - 125,000
Job description

Job Description - Data Scientist, AI Lab (240000Z8)

Data Scientist, AI Lab - ( 240000Z8 )

Overall Role Purpose:

  • Working within the Group Data Science, you will leverage huge volumes of Structured and Unstructured data to solve real business problems across the OCBC Group.
  • You will work closely with business to understand their problem statements and transform them into ML and AI challenges when needed.
  • You will work on a variety of problem from traditional AI and Machine learning to Generative AI problem when needed.

Responsibilities:

  • Work with business leaders across OCBC Group to identify opportunities for leveraging big data and Data Science to drive value for our customers and business.
  • Develop and maintain machine learning/deep learning models to achieve the desire business outcomes – such as State of the Art Reinforcement learning system or RAG.
  • Develop and maintain models in production. Set up controls and monitoring for the models.
  • Use MLOps processes and tools to monitor and refine Production model performance and accuracy.
Qualifications

Specific Knowledge:

  • 2 years+ of experience manipulating data sets and building statistical models , ideally with a Master’s or PhD in Statistics, Mathematics, Computer Science or other quantitative field.
  • Strong programming experience, with solid understanding of software engineering design patterns and best practices.
  • Experience with big data technologies such as Hadoop, Trino, and Spark.
  • Some experience in the use of CI/CD and DevOps tools such as Jira, Jenkins, GIT/Bitbucket.
  • You have a passion for AI and ML, and you want to learn more everyday

Communication & Soft Skills:

  • Ability to execute in a fast-paced environment.
  • Creativity to see possibilities within the data & translate into compelling stories, decisions, and actions for non-technical business users.
  • Strong communication skills and drive to deliver business benefits in the real-world.
  • Genuine drive to learn and master new technologies and techniques.
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