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Senior Data Scientist

Senior Data Scientist

PROGRAM PLANNING PROFESSIONALS PTE LTDD01 Cecil, Marina, People’s Park, Raffles Place, SG
16 days ago
Job description

Roles & Responsibilities

Main Responsibilities

  • Responsible for the design, development, maintenance of applications and systems as well as IT production and management of the Bank's technical infrastructures.
  • At the forefront of technological innovation, its teams provide technical and functional support for the development activities and projects of the various Corporate and Investment Banking professions in an international environment.
  • Develop and implement advanced machine learning and deep learning models to automate and transform business processes in the capital markets value chain
  • Use and create data science models to produce strategic insights, develop sophisticated predictive models and deploy solutions meeting current standards.
  • Use generative AI models to create synthetic financial data, simulate market scenarios, generate new investment ideas, automate post-trade processes, and enrich seller interactions with relevant stakeholders.
  • Collaborate with quantitative analysts and traders to design solutions based on artificial intelligence.
  • Develop a product mindset on the exploitation of AI models to improve and build functional blocks in the IS ecosystem
  • Work closely with technical and business teams to resolve complex problems.

Qualifications and Profile

The successful candidate will definitely have :

  • Experience required 10 years minimum in an IT functional architecture position
  • expertise in machine learning, deep learning, generative AI and MLOps.
  • Knowledge of data management practices to clean, preprocess and transform data sets for model training
  • Mastery of AI algorithms and frameworks (e.g., Tensorflow, PyTorch, Scikit, etc.)
  • Knowledge of GEN AI and LLM technologies on the public Cloud using RAG patterns
  • Understanding the ethical principles to better generate embeddings for GenAI.
  • Expertise in Python, .NET or Java, DevOps / MLOps / LLMOps (GitLab CI / CD, Kubernetes, AWS Cloud)

    • Other Professional Skills and Mindset

  • Excellent problem-solving and analytical skills.
  • Effective communication skills and ability to work collaboratively in a team.
  • Excellent Aptitude, Curious to learn and inquisitive.
  • Autonomous, self motivated and excellent team player.

    • Tell employers what skills you have

    TensorFlow

    Machine Learning

    Technological Innovation

    Kubernetes

    Analytical Skills

    Data Management

    Exploitation

    Artificial Intelligence

    Investment Banking

    PyTorch

    Capital Markets

    Python

    Data Science

    Java

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    Senior Data Scientist • D01 Cecil, Marina, People’s Park, Raffles Place, SG