Overview

Group Data Office – AI Lab

Data Scientist, AI Lab – (240000Z8)

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 – 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.

 

Primary Location

: Singapore

Job

: Data Scientist

Organization

: Group Data Office – AI Lab

Schedule

: Permanent

: Full-time

Job Posting

: 13-Dec-2024, 10:49:10 AM

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About OCBC Bank

OCBC is the longest established Singapore bank, formed in 1932 from the merger of three local banks, the oldest of which was founded in 1912. It is now the second largest financial services group in Southeast Asia by assets and one of the world’s most highly-rated banks, with an Aa1 rating from Moody’s. Recognised for its financial strength and stability, OCBC is consistently ranked among the World’s Top 50 Safest Banks by Global Finance and has been named Best Managed Bank in Singapore by The Asian Banker.

OCBC and its subsidiaries offer a broad array of commercial banking, specialist financial and wealth management services, ranging from consumer, corporate, investment, private and transaction banking to treasury, insurance, asset management and stockbroking services.

OCBC’s key markets are Singapore, Malaysia, Indonesia and Greater China. It has more than 570 branches and representative offices in 19 countries and regions. These include about 300 branches and offices in Indonesia under subsidiary Bank OCBC NISP, and over 90 branches and offices in Mainland China, Hong Kong SAR and Macau SAR under OCBC Wing Hang.

OCBC’s private banking services are provided by its wholly-owned subsidiary Bank of Singapore, which operates on a unique open-architecture product platform to source for the best-in-class products to meet its clients’ goals.

OCBC's insurance subsidiary, Great Eastern Holdings, is the oldest and most established life insurance group in Singapore and Malaysia. Its asset management subsidiary, Lion Global Investors, is one of the largest private sector asset management companies in Southeast Asia.