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- 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.
- 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)
Key Skills
Ranked by relevance
ai
machine learning
deep learning
kubernetes
tensorflow
pytorch
python
devops
gitlab
cloud
mlops
java
cicd
aws
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- Posted
- Jan 28, 2025
- Type
- Full-time
- Level
- Mid-Senior
- Location
- Singapore
- Company
- eTeam
Industries
IT Services
IT Consulting
Categories
Information Technology
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3 roles aligned with this opportunity
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