We are seeking a Senior Data Scientist to drive AI and machine learning innovations, develop applications, and enhance business operations for a renowned bank.
Mandatory Skill(s)
- At least 10 years of experience in an IT functional architecture role.
- Expertise in machine learning, deep learning, generative AI, and MLOps.
- Proficient in data management practices for cleaning, preprocessing, and transforming datasets for model training.
- Strong command of AI algorithms and frameworks such as TensorFlow, PyTorch, Scikit-learn, etc.
- Knowledge of Generative AI and Large Language Model (LLM) technologies on public cloud platforms, utilizing RAG patterns.
- Understanding of ethical principles for generating embeddings in Generative AI.
- Expertise in Python, .NET, or Java, along with DevOps/MLOps/LLMOps tools (e.g., GitLab CI/CD, Kubernetes, AWS Cloud).
Desirable Skill(s)
- Strong problem-solving, analytical, and communication skills, with the ability to collaborate effectively in a team;
- Self-motivated, curious, and an excellent team player with a strong learning aptitude.
Responsibilities
- Responsible for the design, development, and maintenance of applications and systems, as well as managing the technical infrastructure in the production environment.
- Lead technological innovation by providing technical and functional support for the development and execution of projects.
- Develop and implement advanced machine learning and deep learning models to automate and transform business processes.
- Create and apply data science models to generate strategic insights, build predictive models, and deploy solutions that align with current industry standards.
- Leverage generative AI models to create synthetic financial data, simulate market scenarios, generate investment ideas, automate post-trade processes, and enhance interactions with stakeholders.
- Collaborate with quantitative analysts and traders to design AI-driven solutions.
- Foster a product-driven approach to leveraging AI models for improving and developing functional components.
- Work closely with both technical and business teams to solve complex challenges.
If you are interested in this role, click on the “Apply to this job” button below or you could also write in with your CV to Muh Wen Chua at wyman.chua@sciente.com quoting the job title.
