Principal Data Scientist
APAR TECHNOLOGIES PTE. LTD.
Job Description
Responsibilities
Qualifications and Profile
Other Professional Skills and Mindset
EA Number: 11C4879
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.
EA Number: 11C4879
JOB SUMMARY
Principal Data Scientist
APAR TECHNOLOGIES PTE. LTD.
Singapore
3 days ago
N/A
Full-time
Principal Data Scientist