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.
- 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:
- Bachelor's Degree in Computer Science, Data Science, Mathematics, or a related field.
- Minimum 10 years of experience in IT functional architecture, with proven expertise in machine learning, deep learning, MLOps, and generative AI.
- Proficient in AI/ML frameworks such as TensorFlow, PyTorch, and Scikit-learn.
- Skilled in Python, and proficient in .NET or Java, with hands-on experience in DevOps/MLOps tools (e.g., GitLab CI/CD, Kubernetes).
- Experience with AWS Cloud, particularly in deploying GenAI/LLM solutions using RAG patterns.
- Solid knowledge of data processing techniques, data cleaning, and feature engineering for model training.
- Familiarity with AI ethics and governance in financial institutions.
Interested candidates may send in their resume and cover letter directly to gem.cabria@manpower.com.sg (R1434374), stating the position as the subject title in the email.
Jireli Gem Mejia Cabria EA License No.: 02C3423 Personnel Registration No.: R1434374
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