Data Scientist

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OCBC Bank

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Job Summary


Salary
S$8,000 - S$16,000 / Monthly

Job Type
-

Seniority

Years of Experience
At least 2 years

Tech Stacks
Hadoop Bitbucket Spark Git CI Jenkins

Job Description

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 โ€“ 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.

Specific Knowledge:

  • 2 years+ of experience manipulating data sets and building statistical models, ideally with a Masterโ€™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.

Interview Questions of Data Scientist at OCBC Bank

Interview questions from OCBC Bank that are similar to Data Scientist
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