Data Scientist, Ai Lab

2 days ago

Singapore OCBC Bank Full time

**Data Scientist, AI Lab (AM)** **-** **(**240001OJ**)**

**Overall Role Purpose**:

- Working within the Group Data Office, 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**:

- Ideally with a Master’s degree in Statistics, Mathematics, Computer Science, Software Engineering or other quantitative field.
- Solid understanding of software engineering design patterns and best practices.
- Proficient in writing clear and effective Python code and model documentation.
- Hands-on experience, building and deploying AI model pipelines into production.
- Familiarity with model deployment via RESTful APIs with tools such as FastAPI and Ray Serve.
- Experience with SQL and big data technologies such as Hadoop, Trino, and Spark.
- Exposure to unit testing with tools such as Pytest.
- Some experience in the use of CI/CD and DevOps tools such as Jira, Jenkins, GIT/Bitbucket.
- Have a passion for AI and ML, and 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

**Job Posting**: 13-Nov-2024, 2:39:48 AM

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