Data Science & AI Researcher

Internal Security Department; Singapore; On-site; SGD 90,000 - 130,000; Full time

Job summary

The Internal Security Department (ISD) seeks an experienced AI researcher to conduct deep applied AI research in generative AI/LLMs and machine learning and reasoning. This role focuses on advancing scientific understanding and practical applications in national security domains.

You will design experiments, develop prototypes, collaborate with academia and industry partners, and communicate complex AI research concepts to diverse stakeholders while staying aligned with strategic AI roadmaps.

Qualifications

• Masters or PhD preferred in a relevant field.
• Solid background in AI research and deep learning.
• Experience with NLP and LLM core components is desired.
• Strong programming in Python and ML frameworks.
• Ability to communicate complex ideas to non-technical stakeholders.

Responsibilities

• Design research methodology for AI, including generative AI/LLMs and ML reasoning.
• Conduct independent research on innovative AI technologies for intelligence use cases.
• Develop prototypes and proof-of-concept apps to demonstrate AI findings.
• Engage with academia, research institutes, and industry partners on joint projects.
• Stay updated on AI research trends to guide project direction.
• Collaborate with interdisciplinary teams to integrate AI into products and services.
• Contribute to AI research strategies and roadmaps.
• Present complex AI concepts to stakeholders.

Skills

LLM architectures

Transformer models

Strong communication

Analytical mindset

Education

Master's degree in a relevant field

PhD in CS/Statistics/Engineering/IT

Tools

TensorFlow

PyTorch

Hugging Face

Job description

What The Role Is

The Internal Security Department (ISD) confronts and addresses threats to Singapore’s internal security and stability. For over 75 years, ISD and its predecessor organisations have played a central role in countering threats such as those posed by foreign subversive elements, spies, racial and religious extremists, and terrorists. A fulfilling and rewarding career awaits those who want to join in ISD’s critical mission of keeping Singapore safe, secure and sovereign for all Singaporeans.

What The Role Is

The Internal Security Department (ISD) confronts and addresses threats to Singapore’s internal security and stability. For over 75 years, ISD and its predecessor organisations have played a central role in countering threats such as those posed by foreign subversive elements, spies, racial and religious extremists, and terrorists. A fulfilling and rewarding career awaits those who want to join in ISD’s critical mission of keeping Singapore safe, secure and sovereign for all Singaporeans.

We are seeking highly motivated AI researcher to conduct deep applied AI research to contribute to the collective understanding AI, specializing in in areas such as generative AI/large language models, and machine learning and reasoning.

What You Will Be Working On

• Designing research and experiment methodology in artificial intelligence, including in generative AI/large language models, and machine learning and reasoning
• Conducting 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
• Collaborating with interdisciplinary teams to integrate AI technologies into products and services
• Contributing to the development of AI research strategies and roadmaps
• Communicating complex AI research concepts to stakeholders, including non-technical audiences

What We Are Looking For

• Masters in Research or equivalent competencies is preferred
• PhD in Computer Science, Statistics, Engineering, Information Technology or equivalent competencies is preferred
• At least 3 years of experience in research and development, preferably in any of the following areas
• 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
• Autonomous systems and agentic AIHigh-dimensional or spatial statistics
• 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
• 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 We wish to inform that only shortlisted candidates will be notified.