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Jobs or company...

Data Scientist, AI Lab (Manager)

Salary undisclosed
Checking job availability...
Original
Simplified
Description
  • 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 with AI and generative AI, assessing, building and serving AI applications for conversational bots and content generation.

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.

Job Qualifications

Specific Knowledge
  • Ideally with a Master or PhD degree in Statistics, Mathematics, Computer Science, Software Engineering or other quantitative field with 3 years of relevant work experience.
  • 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.
  • Experience with chatbots and Elasticsearch is a plus.
  • 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

Full-time

Job Posting

17-Dec-2024, 2:01:04 AM