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Senior Data Scientist

Senior Data Scientist

CIMB Bank BerhadKuala Lumpur, Kuala Lumpur, Malaysia
17 hours ago
Job description

Strategy and Planning

  • Support Big Data analytics for MY initiatives.
  • Leverage state of the art algorithms to deliver value of big data to business.

Business and Performance and Management

  • Exploratory data analysis and model development using state-of-the-art methods, keeping abreast with latest developments in machine learning and applying them to solve business problems
  • Selecting features, building and optimizing classifiers using machine learning techniques
  • Extending company's data with third party sources of information when needed
  • Enhancing data collection procedures to include information that is relevant for building analytic systems
  • Processing, cleansing, and verifying the integrity of data used for analysis
  • Perform analysis and presenting results in a clear and concise manner
  • Creating automated model automation to produce periodic output systems and constant tracking of its performance
  • Building and integrating Large Language Model (LLMs) and LangChain into the business processes

    • Regulatory Compliance

  • Ensures all Group Consumer operations are in compliance with Group, local and regional regulations

    • Job Specification

  • Bachelor's Degree or Professional Qualification in the relevant discipline (Financial / Engineering / Computer Science / Actuarial Science / Statistics)
  • Candidate must have at least 6 -10 years of hands on experience in statistical modeling using machine learning and AI techniques
  • 3-5 years of prior leadership position

    • Technical / Functional skills

  • Demonstrated experience in applying and implementing machine learning techniques such as neural networks, SVM, recommender engines, deep learning algorithms (e.g., TensorFlow, PyTorch), etc.
  • Some knowledge of NLP, computer vision, and other generative AI techniques (e.g., GPT, BERT, GANs) is encouraged
  • Strong knowledge of common data science toolkits like tools like  R / Python.
  • Experience with MLOps tools and practices, including version control, CI / CD, containerization (e.g., Docker), and orchestration (e.g., Kubernetes).
  • Familiar in SQL and visualization tool such as Excel and QlikView,
  • Knowledge in Big Data Tools (e.g. Hive, Impala, Hadoop and Spark) is an added advantage.
  • Hands-on experience utilizing cloud base data analytics offering and services is an added advantage

    • Personal skills (Soft Competencies (Core / Leadership))

  • Ability to manage AI / ML projects, including model development, testing, deployment, and monitoring.
  • Strong presentation and influencing skills required to put forward solution / model to solve business problems
  • Active team player that support various solution / model initiatives across the bank
  • Builds strong culture of excellent service and high performance
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    Senior Data Scientist • Kuala Lumpur, Kuala Lumpur, Malaysia