Data Science & AI Researcher
Salary undisclosed
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- Leading in designing the research and experiment methodology in artificial intelligence, including in generative AI/large language models, and machine learning and reasoning. • Conduct independent research to identify innovative AI technologies for niche intelligence use cases. • Developing prototypes and proof-of-concept applications to demonstrate the potential of AI research findings • Engaging with academia, research institutes, and industry partners on joint research projects • Staying abreast of the latest AI research and trends to inform project direction and methodologies • Collaborate with interdisciplinary teams to integrate AI technologies into products and services • Contribute to the development of AI research strategies and roadmaps • Communicating complex AI research concepts to stakeholders, including non-technical audiences
- PhD or equivalent in Mathematics, Computer Science, Statistics, Engineering, Artificial Intelligence, or any quantitative disciplines, or equivalent competencies • At least 3 years of experience in research and development, preferably in any of the following areas o Natural language processing, specifically in large language model (LLM) core component e.g. joint entity relation, information retrieval, prompt engineering, reasoning, sentiment analysis, vulnerabilities in LLM o Autonomous systems and agentic AI o High-dimensional or spatial statistics o Pure or applied mathematics, including (but not limited to) number theory, discrete mathematics and combinatorics, cryptography, probability, geometry and topology, algebraic geometry, and representation theory o Integration of diverse non-textual data into AI models e.g. relational databases, tabular data • Proficient in Python and familiar with machine learning frameworks like TensorFlow, PyTorch and Hugging Face • Hands-on experience in developing and optimizing LLM architectures such as GPT, BERT, T5 and applying them to real-world tasks • Curious, self-motivated, resourceful, meticulous and enjoys challenges • Excellent understanding of mathematical, statistical and analytical concepts, computer science and artificial intelligence • Demonstrate an analytical mindset with adept problem-solving skills, solid understanding of transformer models, attention mechanisms and ability to innovate in AI Research • Keep abreast of the latest advancements in programming-related techniques and methodologies • Exhibit a strong drive to deliver optimal solutions within tight timelines • Strong communication skills to collaborate across teams and present complex ideas clearly • Comprehensive documentation of technical specifications, architectural designs and best practices • Only Singaporeans need apply