Deskripsi Pekerjaan
Are you a visionary Research Scientist passionate about pushing the boundaries of artificial intelligence? Join the prestigious Agency for Science, Technology and Research (A*STAR) in Singapore to lead groundbreaking work in AI model optimization. We are seeking a highly skilled individual to minimize latency and maximize efficiency within scalable, high-throughput systems. This is a unique opportunity to apply your expertise in deep learning and computational engineering to solve complex real-world problems. Work in a collaborative environment, access state-of-the-art infrastructure, and contribute to the future of intelligent systems. If you hold a PhD in engineering and thrive in a research-intensive setting, we want to hear from you.
Tanggung Jawab
- Develop and implement advanced algorithms to optimize the performance of AI models.
- Analyze and reduce latency in scalable, high-throughput computing environments.
- Collaborate with cross-functional teams to integrate optimized models into production systems.
- Conduct cutting-edge research to identify new optimization techniques and architectures.
- Benchmark and evaluate model performance against industry standards.
- Document technical findings and contribute to patents or technical publications.
- Mentor junior researchers and students within the IPV, ARTC division.
Kualifikasi
- PhD in Computer Science, Engineering, Mathematics, or a related technical field.
- Strong background in Machine Learning, Deep Learning, or Artificial Intelligence.
- Proven experience in optimizing AI models for low latency and high throughput.
- Proficiency in programming languages such as Python, C++, or CUDA.
- Deep understanding of system architecture and distributed computing.
- Excellent problem-solving skills and ability to work independently on complex tasks.
- Strong communication skills and the ability to present technical concepts clearly.