Young and research-intensive Nanyang Technological University Singapore (NTU Singapore) is ranked among the worlds top universities. NTUs College of Computing and Data Science (CCDS) is a leading college that is known for its excellent curriculum outstanding and impactful research and world-renowned faculty. Today we are ranked #2 for AI and Computer Science by US News Best Global Universities; and #5 for Data Science and AI by QS World University Ranking.
A hot bed of cutting-edge technology and groundbreaking research the College aims to groom the next generation of leaders thinkers and innovators to thrive in the digital age. Located in the heart of Asia NTUs College of Computing and Data Science is an exciting place to learn and grow. We welcome you to join our community of faculty students and alumni who are shaping the future of AI Data Science and Computing.
CCDS in collaboration with the Smart Technologies Lab which conducts cutting-edge research to tackle complex challenges offers an excellent platform for individuals to contribute to impactful research deepen their expertise and collaborate with a diverse team of professionals. The environment fosters creativity and critical thinking empowering researchers to make meaningful contributions to the advancement of knowledge and the development of innovative solutions.
Key Responsibilities:
Conduct research and development on LLM inference including model optimization quantization model compression batching caching and accelerated serving techniques.
Design and implement experimental frameworks benchmarking pipelines and prototype systems for evaluating LLM performance across hardware and software platforms.
Collaborate with project team members to prepare technical reports documentation datasets and research artifacts.
Support the preparation of research publications codes and grant-related deliverables.
Participate in regular team meetings and contribute to the problem-solving design and implementation of new research ideas.
Job Requirements:
Preferably bachelors degree in Computer Science Computer Engineering Data Science Artificial Intelligence or a closely related discipline.
Strong programming skills in Python and familiarity with AI/ML frameworks.
Good understanding of LLM architectures transformer models and machine learning fundamentals.
Experience with model serving / inference optimization.
Ability to conduct experiments rigorously analyze results and document processes clearly.
Strong problem-solving skills independence and ability to work collaboratively in a research team.
Good communication skills and willingness to contribute to publications or demos.
We regret that only shortlisted candidates will be notified.
Hiring Institution: NTURequired Experience:
Junior IC
Nanyang Technological University is one of the top universities in Singapore offering undergraduate and postgraduate education in engineering, business, science, humanities, arts, social sciences, education and medicine.